{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e9b3acb2-8560-4adb-8250-15cf50139e58",
   "metadata": {},
   "source": [
    "# Q. 51 - 60\n",
    "\n",
    "- 51. モルフォロジー勾配\n",
    "- 52. トップハット変換\n",
    "- 53. ブラックハット変換\n",
    "- 54. テンプレートマッチング SSD\n",
    "- 55. テンプレートマッチング SAD\n",
    "- 56. テンプレートマッチング NCC\n",
    "- 57. テンプレートマッチング ZNCC\n",
    "- 58. ラベリング 4近傍\n",
    "- 59. ラベリング 8近傍\n",
    "- 60. アルファブレンド"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b3da2836-2845-42e8-a116-85683aec3882",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2\n",
    "from skimage import io\n",
    "\n",
    "img_orig = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256.png')\n",
    "img_gray = cv2.cvtColor(img_orig, cv2.COLOR_RGB2GRAY)\n",
    "img_128 = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_128x128.png')\n",
    "img_gray_128 = cv2.cvtColor(img_128, cv2.COLOR_RGB2GRAY)\n",
    "img_noise = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_noise.png')\n",
    "img_dark = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_dark.png')\n",
    "img_dark_gray = cv2.cvtColor(img_dark, cv2.COLOR_RGB2GRAY)\n",
    "img_light = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_light.png')\n",
    "img_light_gray = cv2.cvtColor(img_light, cv2.COLOR_RGB2GRAY)\n",
    "\n",
    "img_thorino = io.imread('https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/thorino.jpg')\n",
    "img_thorino_gray = cv2.cvtColor(img_thorino, cv2.COLOR_RGB2GRAY)\n",
    "\n",
    "img_eye = io.imread(\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/imori_256x256_eye.png\")\n",
    "img_eye = cv2.cvtColor(img_eye, cv2.COLOR_RGBA2RGB)\n",
    "\n",
    "img_seg = io.imread(\"https://yoyoyo-yo.github.io/Gasyori100knock/dataset/images/seg_sample.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67f3961f-265e-46ba-960e-52e1f240d271",
   "metadata": {},
   "source": [
    "# Q.51. モルフォロジー勾配\n",
    "\n",
    "大津の二値化を行った後、モルフォロジー勾配を求めよ。\n",
    "\n",
    "モルフォロジー勾配とはモルフォロジー膨張の画像と収縮の画像の差分をとることで、物体の境界線を抽出する手法である。\n",
    "\n",
    "ここではモルフォロジー処理のN=1とする。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e995c367-c1e4-4eb4-8fbb-6e1baf97845f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def morphology_erode(img, repeat=1):\n",
    "    h, w = img.shape\n",
    "    out = img.copy()\n",
    "\n",
    "    # kernel\n",
    "    mf = np.array(((0, 1, 0),\n",
    "                (1, 0, 1),\n",
    "                (0, 1, 0)), dtype=int)\n",
    "\n",
    "    # each erode\n",
    "    for i in range(repeat):\n",
    "        tmp = np.pad(out, (1, 1), 'edge')\n",
    "        # erode\n",
    "        for y in range(1, h + 1):\n",
    "            for x in range(1, w + 1):\n",
    "                if np.sum(mf * tmp[y-1:y+2, x-1:x+2]) < 255*4:\n",
    "                    out[y-1, x-1] = 0\n",
    "\n",
    "    return out\n",
    "\n",
    "def morphology_dilate(img, repeat=1):\n",
    "    h, w = img.shape\n",
    "\n",
    "    # kernel\n",
    "    mf = np.array(((0, 1, 0),\n",
    "                (1, 0, 1),\n",
    "                (0, 1, 0)), dtype=int)\n",
    "\n",
    "    # each dilate time\n",
    "    out = img.copy()\n",
    "    for i in range(repeat):\n",
    "        tmp = np.pad(out, (1, 1), 'edge')\n",
    "        for y in range(1, h+1):\n",
    "            for x in range(1, w+1):\n",
    "                if np.sum(mf * tmp[y-1:y+2, x-1:x+2]) >= 255:\n",
    "                    out[y-1, x-1] = 255\n",
    "\n",
    "    return out\n",
    "\n",
    "\n",
    "\n",
    "_, otsu = cv2.threshold(img_gray, 0, 255, cv2.THRESH_BINARY+cv2.THRESH_OTSU)\n",
    "\n",
    "# Erode image\n",
    "eroded = morphology_erode(otsu)\n",
    "\n",
    "# Delate image\n",
    "dilated = morphology_dilate(otsu)\n",
    "\n",
    "# Morphology\n",
    "out = np.abs(eroded - dilated) * 255\n",
    "\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"input\")\n",
    "plt.imshow(img_orig)\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"morphology\")\n",
    "plt.imshow(out, cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "490578db-e2fe-46a1-a5ff-25910b9f5d07",
   "metadata": {},
   "source": [
    "# Q.52. トップハット変換\n",
    "\n",
    "大津の二値化を行った後、トップハット変換を行え。\n",
    "\n",
    "トップハット変換とは元画像からオープニング処理を行った画像を差し引いた画像であり、細い線状のものやノイズなどを抽出できると言われる。\n",
    "\n",
    "ここでは、大津の二値化画像からオープニング処理画像(N=3)を差し引いて求めよ。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ef9eade4-9d2b-4685-84db-7966d8ab8c12",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "time = 3\n",
    "out = morphology_dilate(otsu, repeat=time)\n",
    "out = morphology_erode(out, repeat=time)\n",
    "\n",
    "out = np.abs(otsu - out) * 255\n",
    "                \n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"input\")\n",
    "plt.imshow(img_orig)\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"tophat\")\n",
    "plt.imshow(out, cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78119a28-7ad7-4e9a-8231-f8e6cb4ca1aa",
   "metadata": {},
   "source": [
    "# Q.53. ブラックハット変換\n",
    "\n",
    "大津の二値化を行った後、ブラックハット変換を行え。\n",
    "\n",
    "ブラックハット変換とはクロージング画像から元画像を差し引いた画像であり、これもトップ変換同様に細い線状やノイズを抽出できると言われる。\n",
    "\n",
    "ここでは、クロージング処理画像(N=3)から大津の二値化画像を差し引いて求めよ。\n",
    "\n",
    "＊ここの問題だと効果が分かりにくいので、他の画像があればそのうち訂正します。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ea953c18-b8e8-44ad-abc9-17a1e1f36558",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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wZGJigi1btjA/P8873vEOAL7whS9w/PHHMzU19RvPCSBNU/I857jjjttlwrs3Hrbbq/f+28C3709fISSVapUoCsgiRUV3SecLTLeHLSMMCpunqM5myiwm6y4gbY+OG0JWSshLypntbN8xibtjjJwQb/uYdo6iw5KGZclIwAI9OmlAXF/KxIFrWLt2GVuH5tl+1Q3MTs6QpluZkjG6GjCmPUsiT+b6aBkhVAWShLII6BiB6G0j8Z5SRJRFgkUiZYyr16k2GoRlH3xBp8jZ0s1RY8MEUY2pDG6eyZibn2LJkGIhmmB++w5CJKbMmOun2D6MeY8vK1gLtgSnPKUR5MbjgVgCVgyeUkrH9q5n+3SX0KU0lKSWRNTHGngZkXV7aAWBdpRdQ2BzuqakFBm+7LGiphlvVtk2r8i2zeFKR1yLGBupMTY6RDu3pLNt+p02QeEw2hKrAp21ue1n19GbdQzrgGNWw1Q4QmtWsKOtmaIP2jC7sABzU2zHEjVqiDCm35pGtO8g6k5ilaUn6kzpIeKogioLev0+Tira7Q7T/ZLqcITwHhSMNWDOBQRjE/hgKzLYiDAFoRNIodBCECYporOBoa7BYx8RuX6gGGPYsWPHPY5ff/3191gZXn/99Zx44okAPOUpT8Fay1VXXcXv//7vc+qpgyy81WqVT37yk6xfv54bbhh4a37zm998SOf8hCc8gVWrVnH55Zez//7785SnPIVzzz2XoaEh+v3+Ltv3yMgI5557Li9/+cuZmZl5SOcAkOc511133UM23szMDB/96Ee5/PLLufHGG1m9ejWf//znueyyy7jmmmv4gz/4Aw466CB++ctfAiCE4CUveQkTExNcccUVbNmye0nZq6++mquvvvohmZv3nttvv500Tffa7xHbUN0N4cm8INBVgook6kMYSBIFfZHS6m9HpiWqDPDlAtp0ocxJS0Uqt6KCBKkNfQNBvBlrUhQWfEIW5rjKMCO1JhPNJr/e0GMqK/mPzRWSfkx7R07DSZaGjlbRY3Z2DtcLSFYOE0cVRqMq0gpKmSCjFURxyGa5jU5rB7icQlqMyQhkQr0aMzIWsXR8mFw06eUdosoQbdXkqinobbHkeYct7R4rwpxlS8fpzBT0Nkt604ZM5oyKKUQe4fImK8YTCmvRRg1W7N4jvCAJoRZApD1eCIwT+KIkKHOaAVTDKkE9Jkxq1CoxlRGIhcLgaGUlhQvpZRF5t4V0jl5zGKuq5EITVDpIGVKrwLLxEZZMrGLB5My7kG7pET4jDiXDUcBYvUIzTDl2Rcb+K8fppEP88OYaG2/fRM30MLpNJ4O4LCnKgvnp7YyMVamNTCB8AWSUZrAZVdUhsXVgMmQoCdOQiixpdxRf/ekC+x2RkISCABgOJdvbDtcrOKgqsCtH2TjrWGgXhA60VIwONxkaHWdTOb9rA+rRiJSSP/3TP+W4447j8MMP57bbbuPjH/84ANddd91uq+qHmiOOOILvf//7PPnJTyYIAjZs2MC5556LtZbvfe97/P3f/z1f//rXAZiamuLkk0++T4X0QBgeHublL3/5rr/v5ZdfvusJ5r5YsmQJL37xi7nuuuu47LLL9tr30EMP5dBDD+XZz342L3rRi7j99tt5+tOfzhe/+MVdfbz3dLtd/u7v/o5/+Zd/ud+f4fjjj9+jeWV0dJRTTz2Vm2++mf/+7//era1Wq3H++efz+te/fq9PAvuGcveCbN6S5ZYkEphcIL3BKAVKUBU9srJD2naEQmHKLkiQbgqVluSqyUgqCKwGlyOUomcVsWujnWCuH7Cl1WDtcINmNaA11eHWn18DQUToO4QjIeMrGywpQ24TW8jbJb6IKCoRIrL00hAjBLKeIJ0msSVZv0VRDjxplKsQxRX2WzrK0YcvZ/nKFWya98ynBU9ct4IVy5dw1W3z/Oind2DNHKNKEsmIqbLKjk4f008JspyFXoeF9hBRXKeiVtLpjVJayJWDQhBqSRxCELDLiTWUMJQIDloScMSaBr/YOI4u51CVJpGu4OIKc0rjjUNYw4IvmU27ZLklcJ4h64iMQqeWSgWEqJMteFSkoDGKWrqMIaeptQTxlg7SlsRRhKxVsVGFThGT0mTlAUtp4VmWK5aGAWGYM9OX3LhjFjG3GWlyIgFZtwNBTGRKKggKJK4sUE5h0ZieJ8BSCzzjjRAZWTbetIVbN/Q4YGSYo/avMFlJuGHasG37HCtjRzA0jmqVDOlZhFMMV6qMN0fwjaXYnkA8ipNsOOf43Oc+x5Oe9CRWrVrFddddx1vf+tbd+qxbt45TTz2VD3zg/uTg2jO1Wo1//Md/5ClPeQrXXnstH/zgB3nyk5/M+eefj9YaIcRuewIXX3zxbkrJe3+fHigPlNe//vU85znP4Wc/+xlpmj6g/YTh4WH+6q/+iunpaU488cR7rLQBWq0W09PTjI+PA3D77bdz++23Mzc3xzHHHEOj0eBjH/vYrv4/+MEPePazn/2AvGFarRZPe9rT+N73vrfb8W63yxOf+EQe//jH7/Y9VqtV3vCGN3DIIYewevXqfV+5CxyqTOksSHqyQJoehenTdwVCGZSRRKqBjTOKbg8VaHqmpCI9rvTkPiB1Hq8ksQctPCa04A3aRwhXkpmCbuZQOqZZMTT8PEMhtFqC+RREfRgjE4qgR5954qKkWQp6NmB2tsC6PioO6RaWfs9gnUTIgEQpCp8gazX88Ahq2Rp6Q0vYMd8jHEo46NADeMz+NYZXTjA31cd0DatHa/TLmNsXUtK5FrJMca5PZiCY71GpDeHyyuAJxBoCJMoLpJcoBl6QxgkEHqUgCmDJkODA/ZtMb1qFWQgg0QQiYbqAzZNtsl5OaVN8kSJ7LUTRI4hKhPIIVaIUEIUEuonPBVJJZkrFzHQXq2psWygx1lBVEu8kqXE4r5jtGi6+YY7rawUIT9yOOGjlcqpVwfR0Sb7D4+w2cCUhHpX1Mb3BzdkLh3IO6w3zs23KUtDUMTJUVKoJrjFE3wWkczso7Xa0WsPIyIFMYbnxxgX6168nHMvwtRpFYYmUQCaO5SsqLFs1ypSqIbo9vHr0rtwBrrnmGn7yk5/QbDaBwWp+ZGSEoihot9vUarX7XJ3eF+vWreMFL3gBAN///vcZHR3l85//PGVZcuGFFzI6OsoBBxzAm9/8Zi688MIHdSPZG0ophoeHEULwT//0T/zDP/zDbzTOTTfdxPOf/3ycc3tU7AC//OUveeUrX8l5553Hxo0beelLX7prz+C0007jwAMP3K1/t9u93145d3LttdcCA+8c5xzVapWnPvWpXHTRRZx11lkEQbBb/5e//OVcfPHFXHTRRczPz+917H1DuQtB37YpjSDLUyqhY7waMFsaMq0IKzWESiBo0Tcp2gVU4gnCikM4jylT+gSYIMDljlFyatrgYkElGqeRVGnqmG2FZvNszqiusXysxtGr6pis5Oe3TtKfbNMtS/qtHtaUCEpqCVgV0ZvpYGwHW3jSyRns/AyBCojqQwQqopQxTiRsmhHMXmfwuoXt91i5KmBeJ7TiiKypSZasYsXSKk86bIL5VMKvt1L2UrYXGdkMzFGQFSVR7qgJhbWWfl7itSJCYfF4JZDGo/XAD76wHgrAC1ZM1DjqwNVkcw3aoqSVl8iZFvWsRbXs0vd90rKPEBaLw1qJqEQEYUQ9rOAl9CNH3vB45+kXgvkts9CdwczM40WJDxRaJJjCkXZ6WNdnblubO67dwfLRBitW1uguaTI2tITNnZK8lxELT+YVzjnyIqfX6rCQOtLU4JyldClhUeLLlF6SMFQdoldPmJ01KLpokVE6uGHTdm76XoNMJ2y76VaqM7exJTVQG6Xo9ViiPOPVgDWrlzCx3zKEqZNbQaSD+5TB32X2339/zj777F0251e96lWcffbZ3HDDDbzgBS/YpUDuysjICKtXr95j25741a9+xX77DdKuZ1nG85//fI477jguu+wynv/85/O5z32OOI659NJL+a//+q+9jlWtVjniiCP46U9/+oA+JwxW3P/+7//O4x//eJ71rGdxxRVXPOAx7uROr5q98Z//+Z+sW7duILt5vuv4E57whHv1TvpNOPjgg2m32xx00EG7bsR72hD+3Oc+d7/jBvYN5Q5kZYcyTYmcphrWqVZjLCFpS5EM1+mLhIVOjvcR2mg0kjTvIURERQckqko7t/SdQ/oApxRWZGBzIj/GHbMF3e52irzLfF0hhvZjPFnCyGiFqA3l5CSi3YUyRRrDQlpStQXD1QrVWsCOuYCZVo+83UEKiKIqK0ZjKvVhkqDG5FyfybRPuukWQiWJqoLWTMbnr1jF6CZFvpBSn0mpHT6CWL6cOHccUARMDFdYv3YNm375U8LePNOTGUYaposcs6NLN+qxdFQwWk8YroDA0xcDU0MlBOUFykMkPKuGNOqgceYWGmxu95ne0ULSYXQopiwKEiDvw8z2DpGz1JOAkeEGtbEJxkdHaEYK6aHdy2l1unS9QpFhxRxp2MFpyWiSMNSoU4SKdpazsNBBFy1qqsOwWAbFMP3JjPnMEpqcWtDGVz1ZVzNXlkzNdihsF9ICUaZY6RBEgMNTkheGjgJ6CmsyEq0IkpDYQ2CncTd0qSI5nDnsUjfwiupsR+cpIyuH2O+AcQ45/GD0+GrcnGO+J1E6fGQF/GHmpptu2u39tddey/T0NMceeywHH3zwHj1Uer0eSimCINirsth///3ZuHEj1trd7OXf+MY3eOELX8hxxx3Hi170Is4991ye97zncfrpp+8yvzzxiU/klFNO4Ywzztjt3DzPOfDAAxFC3C8Fe1dmZmZ42ctexic/+Una7fYDOvc35e77BCeddBLGmHt4NT0Y7twr2LBhw177PZCAsH1DuQtBLC2l6WOpM5fDXE+jMk9YH8HFFdJOF0GG1pBjEHSoCosPE1wgQKRY57Bhn0wnhAhkWVC6Waa6IYUPsSYlIMN3FVs2hUx1NaPNYULjCLSkjAUiApl5JmdbuERT+ITMSbKsT3d2B0HRRUpNM6izvDnBxP5rWbasyexCj6tu2IJrd0iEIfVNgs4UMzddyeT6MaJOh6CqmFOHca3r0VAxq4KA/Q/fjy03tZE7NsNWTTXYjg49c60e21obmJ/PWblyJWtWTiCXx4T1EIHiTrkSEqSCUApGq+CXV2mriIUFQbvXJg4CVKNOngoSn7PNCVzSY+VEldXLl7N0YhnjS4ZYuXSE4UaNvlX0WiVFt0WW50x1DFumR5md207a7TNajaiPNOiHVZhfoF+ACCCpxaADyp5AmhIqLSpRhGvU8H6UflbSnZ4m73WQwjGsDJVqha5poL0hpsTbnMIPvEY6MwtUdYxNFF42CJGMjYQMNQWJFETNlcyXhm4nZXrbDlzPUU2qBNWl3Jo2EC3BmI7Bd3bGAvzv4ec//znPfe5zOeyww/j1r3+9xz55nlOWJVLe+4bEBz7wAV70ohdx3nnncdZZZ+1mS3bO8bWvfQ2AK6+8koMOOoj5+Xn+5m/+hle/+tUcc8wxu9w07+7zbozhX//1X3nc4+4zeHePbN26lec+97kMDw8zMTHB9PT0boq2Xq8/IFfPu/a/05z0/ve//14V6bZt2x6Um+WeiKKI97znPYyMjHDaaafdZ9Tr/WGfUO7Wg4xGCLTAeEvhO+SzLQIiYt3ApOAzQ1K0Md6S6ohQFkjTx+Ex0SipqlGpVjB5Tlz0CKMQLyvYFGazaYrSEwYKqQMEMMw29GybvFUlVwIlSrR39IUgJaPaT2nf0aM7mWECTZ4vELkUUVqcCpDVKr3hFQQrDuBJjxljqtS0bYV0ywb6zhN7i9OewLSw3RamtLgyYj77BenMGDKuMLN8lF/MTXDrzR3SjsJQUhuN0AEUnTmUbTHvF/BFn36WYd0ykv2a1GMxcPdTAq1ACI+SAqmgagRt65lvWUZ9TlINyCsjzCMx3XlsEbB2xXJOOHAJhxywlsrSUeJKjbBWoRABIhfUm5bhYIwklEy3Dcu2tdm0eYzrNs2yPS9pEZHnklzUUdUeQ84yPtxAVwJ8qBFxQuEUFalZOTrCjiBgR6ekP7dAYDuMRpLD1ozTGB5mJvX0OxnaF2jhyMqCVmYQmSUWHqEkmpRABxBrXKOCUQ1G1w5DD/TcAhWvGPFdlo1VGW00yHbMkG/vUlarrLMpsdpzlOGjmbv6vu+tz954xjOewSGHHMIHP/hBpJR86EMfute+t9xyC2eeeSZhGFKWJS9+8Yv51a9+xac//el7VbQPVkG+5jWv4V3veheHHHLIrsCvQw45hBNOOIFPfepT93ucl73sZfzwhz/khhtu4Je//CWXXHLJXlfI9zXvJz7xieR5Trvdvt/eSgceeCDPfvazHzLFDvuIchfC40QAMYiyR4ImFg6JwTmBTx2+b/AmJnSC0eEmB61YRp4vcOvkNDNWUq1XSCoR83mLhRJsWpCEAi3B9LukhLg4IQoDwqiGCivUK5C5PmluCEJN1WmM02RCEEmHKFvYXg8jNBJLNTJINMbHKAk9I7l9LuK/WxO4wpLrUdKkQ1aUeJ3ivKUeBtQiS6kEC2mOt13kgkGpgMmFaZzaQS2fJyn69PEEcYNYelQd2qWl8IawP0e6Q3Ozk0RRgIoaeC0JQoi8RwlQEqTwJKGgFkDocqKqZt40mWl3qScVqtpzgFIctnKI459yKKP7jTNbRBRO0bOCohRkpUchCWqaRkNia548TJjRCb6lKSZnyBYyZro9KqagrhQjo+OsWrkUGVXRYcSS0SFKr1nIJYWQFIWim20jzD3DkWT1shqHHrkOPzRBMW2wO1po02fpkCbxil67R2lTdBAy0/OYokQjiL1Elx5rHOmOnJGowkQYUFk6xmhtmCgW+CCi5jOsbVG2NUI7uJcQ8n2VJz7xiWit+fGPf/yQPvo/UK655hpWrlzJ8uXLd+WL2Rve+1126TPOOAOl1P1eQY+OjgIwOzt7v+f31a9+lW63y+/93u9Rq9W46qqrmJ6e5gtf+ML9HgMGAUZhODDd3em6eX856KCDuOWWW3a9Hx4e5sADD+TSSy/l1FNP5T/+4z/YsGEDZ599Nt/+9rf5z/+8ewXAAddddx3PfvazmZycfEDX3xv7hHL3XqIFhDogNVWKzBO6jL5WKCQ1ZTBkWCkJ4ir15Ws44ilHcfiaYX7xq5v59jW3oIFmUiWv1JjptPFWYosMpCaQUEfgLORlQVLJcSLBqDrWeozT5C4kCRRxnBJnCirDuHQBKQuqoadRr7J2bAnGKzZuz8BJTLvN5G03055vMzxcZXZ2nnyhx4SE8YkaM7kgL3LCSKNCTeAKytzhfZ/SSmK6DIl5XEWTKUcoI4xzWBViA0XFGoYQRIFHmQ52fivX3eiZ663k8LV1JoYklUQwWhVMVCEUYL2nEkiCSDPZD9m2o43vt6iNRPSiOisqCY89YjX5yDgbsgSXC6QSFM7TKSHNDE0pEF4MvrfEMxkH1GsNjj1gJXJpnZn5eW7cPIXqznDI8mUcfNBqwpEm3SxirCk5cFWVtlX8aIPjulvm2bS1Tzbfo6YtQ6NDjK8YZ2LNOvJoiFreodsB+gLVbFAfGmEESy0y1Goh85N9FnZME4qSajJIGudsn8SVyLIDwuKdYWY2Q0mHFH2cF5R5F2s9VkvyfN9JrHVfCCH4/Oc/jxCCI488clcQ0MNNo9GgWq0yMzOza9X65je/mS996Uu86U1v2uVeWalUeO1rX8s555yzV5/1B+r2eKdyvb8cffTRdLtdPvWpT3HyySfTaDRIkoTNmzc/4O8syzKyLHtA59xJpVLZ7f38/Dz/+q//CgxuGqtXrwbgs5/97B43rycmJjjttNN43/ve95AqdthHlLtzlkIYyiDCpo4i7+ApIUyQMkQEnnhc4qMhIgtmeBn95fsTH7SCE9asY0NPsf7m9XRSSS5i6HZAR/g4QOeWqorQaHpljtcBOIEsNXkq8WS4rMRZTYrG6gQXxBRliZBQ1yFxtcbKVRMcvnYpOqxhg43s2LqA73ZReYm308xk45hOi/2igjVLxomXDuMnc7KeQ+Lp9BULrZTI5cSBRgR1JB4rBKEOCMKQKPBk3YyF0lAKaMYhI0kCWhElIRkFWW+SW37Zpt1dyfDEErxVLB2TPGaV5uAxgXJQiwWFDLnu5lmSqU1UGwVTwQhppmjXNc2sytIZycoaTCQCGwnmMui3Czqpo9rUaCXJFbQKQUVbjl8TUFk3jvdD3LpjGeKaJsvUMp7y2KWsWr2EjofWvGK8BiMjno2lYub2jF+tn0dvuJVlap6hZTWqo02WL13B0pExRFxH5IqkNCzTCYcfsYyWrLFxMifPS1QpGG/UGJOCOCyQGlpzOVmR0+t2EQoqSUjeScn6XYJEYICicJiipCxKSmux5ndHucNgU+1d73rXb02xj4+P8/Wvf50nPvGJHH/88bt5sfzoRz/iqquuwlpLkiScc845vPSlL2VhYYHzzz8f4D6fLu4aRHb3vvV6nTe84Q0IIbjooovu95x/9atf7RrrG9/4Bt77R+QpZ2/eRv1+f9dm9731m56e5t3vfvfD8rfeN5Q7niz3lJnBl5ZIa7QPKIVGiIhA1UnqFZKGJ8olphKyY77CHQsB4wnsd8j+mHye+W09WtNddKDRusLqoQaNWkC77ekUHpu10SomzxVe95GUxD6gKUoEc0SigQ0cZaLA9Ih0hTXDNXSjiast4zY3TpnGtIIFkkaGMhbjSlxuCeUkqyueFauXoYZWsMNKMi8YGRKEUhHNtGlZS2ktNSWoiAIvBRKJxrOkUaO5pMmmhT5iqkXhHFEYoEJNGFSRQUTgBYErkeU2WhsK5qa7SCVoTdeo5OMsq8Y0Y4mUhhBPPZ9FiB7k4KbnsM6zreO56pcJjzvsAJYdPEwyEhNoTxRAxYVsbGd0jeG2GUWnVbLQcRy3XLNiiSAF5vKQblszunIVxyy1HHRwjSiSVPGM1AQWaHnoZhBaz4jKWNHMWTo2hq0mWBRxc5g0qICMGB8bZSgJWL1UM768TneLxXe6hO0FHH0yaRAupz3fByHJy4ys36XoZwgv6HQl1lgkBkOACEOsceS+xCuDlPZ3KojJe88rX/nKeyQPezipVqvkec6HP/zhXeH0d8VayxFHHMHFF1/M2rVrdwUN/eIXv2DHjh38/d//PT/84Q/3mEFxzZo1nH/++SxZsoTvfOc7nHbaabtW/KOjozzjGc/gzDPP5KKLLuKUU07hyU9+Mtbed7qIu17r3jI3/jZZs2YNk5OTDzgC13v/sN3E9wnlDh7jSrwwCDHYwS9CTRlohLCMBp4VQ8uwqcMGIWF1iNIu0OnVWREqDl21EtNpE0fbUdpQHVKkmaTRbODqNURUEPb7TKSKvLB0ixTbzpBC4XSMqATIQCFsTjWK0PUGtVAzGgSsXlGlHw2zvR3S3jqLRZK1MwIXYBOIfID1HucN/XCYTWaY1qSjv9AmsR2Wrmpw0PJxstEKXV8y255CCEmhHdY5nJFUhGdoPGHl6jFaWwyIzURlhkwa1EOBCEJcGGKFoDVf4jTEpodobycMYTyusUTGNGVEKAEviUPDypGAZhwTxBZTQoaim5f0tm1lvVfUI021GrN8VDBS9YzEQDXgfzbmbN2c0isdk+0umycTjjZ1GpElywKm5mFpRRENhXgtEQICJDqwGKcI8SytOtZMSKZXVVm1fDkyGaKTJmSdafodwfT2nChSxEpS+ID10xE3TeZ0t85jdmxG6AVU6Oh2LVmvoNfpgQAVenxpCLzG2ZQyLfBK4iS4rmGoGZJUKijniUKF9w6t9hEx3wNSSpYsWcL09PQub5TfhmIfGxvj1FNPpVar8ZGPfIRnPOMZe+2/detW3vnOdwKDICYpJZ/97Gc56qijeOpTn8pb3vIWPvOZz9zjvGc961k86UlPQmvNgQceyEEHHbQrre7ExATHHXccAC9+8YvZsmULK1aswFqLMWavZookSRgZGdntmHOOycnJR0TZh2H4sKW5CIKAMAwf8EbrPiH1URAwNtrEdBW6EtDPcrpOoD3YPCMYG+Yxy5eT9fpctyXHYDFZjx0zPVQ0TLM5ShGvgXrIsv1jJvIRWguWyfku29oKWQiGpKRerzMCGFNijKHf7lMaT7/0RDoGaVFVyZCuEIxUaQ7XCZrjuNwRpvO4IkNqz1DkCQGXKISQ5KkjK0qmpnuoqdvxRYYrCop6Hb92nIPWjdEyy/ifzSlxtkBeWtJ+QdbtETmP85JiIeCOyhDdXpd1QzWWjtSZE2P0uyUukDgpUR6GmpJqIInQ1KsRxIJCDZGHMZVYUYkcy0cUaxox4Vidaigw9QiTe0qXYtMSlRkyOixs3sFt1SpGVmhWPVZ5fjEDP7sho0jnMHnJfLvF1XMl3/rBMBMrxlk6HPLM1QGHrRWM1EJKHLkThEKgncQJT8/DzR1JO3UctGqYERXQyTS19ixJ6AlVTjC/g7R0tLMC7cRgnMJg0y5Fb5YwEuSRx5QWHDhyXFGghCJJAmrVKs4HGJOiVUivl+OsoZJIfCQobEBSCQYeUlI9YrLdaDRot9sIIfZoNhgZGeHGG2/kfe97Hx/96Efvc7yTTz6Z2dnZBxW8c/jhh3PRRRdxwAEH4L3nsssuu09/8/n5+d3MJkmScNlll3HSSSdhrb3XG9I555zDoYceyp//+Z8jhNjtJnJ3Jbxy5UrWr1+P955PfepT/MVf/MW9mlr2339/LrzwQtauXbvrWJ7nnHXWWXz605++16hTKeXDovzvuqn6UDMyMsIrX/lKPv7xjz+gvYF9QrnXqhUOWrWG0eGYg1dEbL1tkit/vZWtc3MUQoJOSJaMc9h4k7n0RiY7bYwNmDcRWjiWrajzmP3q3OqalCbEFw2iRpdWaYm3t3E2x6mCtBIRNhoMh4owknTaLbJeRq8oUTJnJEloaEVSjWguGaJSaYCuItIeZSHIS0HoPc26JqgPUR/xGFNh23Sf7lyPdquDyguGo5Q4rJKWkg3TOT+ZT8hFhamZDNKMXm4pOm1klmFVRB606fktdLb3cKFm/VDArXNVbGEpOylSQSA8I7WI0UaVehIxUg0YXxKSlpotCyHXbcs57CDPgaFnWSI5+uCEfmcN81MzZLnFOIuWVURsiDVEQlNKy9btO5hMx+nZmHanoDs/S9SeJjFzdHs94nafRqtDmRZ0ttbQww1uMIeSV/bnmLpiKoctM4Za4LEC8JIig1s2ZKhewXisqNkqNd9BRhkoQVb0SVtdTFHi8hxnHUJ4ROnQvsC5PqYnkE5SiTRxNcInzYH5RQvSIiczOfVahapKUFojVE5nvsPCbIfqUIVqECEzN4iQewTd3Pfff38e//jHE8cxn/nMZ3aLcoSBPToMQ84880xuvfXW3dL67okbb7yRU045ZZdp5IESRRFf/epXd4XOf/Ob37yHPVgpxemnn87tt9/Ol7/85T2Ok6Yp55xzDieccAJFUfCd73xnj/2stZx++umcffbZ/NEf/RHPf/7zgYFif9/73scLXvACjjrqKMbHxznmmGMIgoBf//rXfOQjH9mrDf3666/nJS95CRdddBFr1qwBBivc97znPWzevHmPTxGHH344X/nKVzjjjDP4/ve//1sLgnqwTE5Oct555z1g880+odxlGKPGD2LVgUP83tF11DGGuPE//OL6G7lp6zzzZcTtRcx+o8s47LCU7k+vZ6EzTdd6ZLOKXzHExKohtmYlWS/H9hvgZhketygBWbtNr/BkxqJTQRiO4cKQvFnDhy0aps9oJWJkZJTch6QWKrpJrqsY5ykKh3YCSUmWCfqJoBEkrB0awlFlW2sLRZ7ji1mELXFeYkWCcCkbNm3itm+FaBcyMnM7Q7UcoQ0FfawGJ3M6/QXCQDIu+synMbduMjifMpxoIhURaI3Qmrm0TrccQcQRkUloKsVoNabWlNxw8wJX/jqmcmyV8QqsWiJYvmqITVMdpiZnsaZNFGkqUpJ7CMMAgQNnyOcztk6VpDPT1JKCxpAkCAtqzhD1SlJ6eJHR9POsllV0q8aG6xWTU8tIagm2LAljT74gEaagYS1DC120TIniQXpgW3TI0z6FzSjTHJNnBFqgpcY6R6Ui0UFAWkhyA0KVJFFEoCM0AZKB+cvgsAvQTzOUMlRrNcqyIK5ECDzCGxqVGKUFJrVYoR5Rm7tSite+9rWccsopuxR7tVrlD//wD7nkkkuw1tJqtVi6dCl/8Rd/wXe+8529+ljfdNNNfPnLX35AJoCxsTE+8pGPsGnTJs4888xdbocLCwts2LDhHqvBSqXCO97xDu644457Ve4Al1xyCc973vOI4/geN627kqYpt912G7fddts9/M/v3LxdsmQJn/vc5zjiiCMYGhri9NNP581vfvNeFfy1117LSSedtKtwxote9CKOP/543vKWt3DDDTdw5ZVX7tZ/y5YtXH/99Zx99tl84Qtf4IwzzrjXsfc15ubmHvA5+4Ry72aWHb2SuBXxWFth3VLHscccRsd6Jov1bJnvct0dszSGxlk5vJxGbRtz7R1Mdudx2+a4eflSmgFIPcxYs4+sZ9Qix4pmQG9smB1Tk9w2s4N+npLZgq7JEF1DakvCwpOIhFpthGp9hH7fkmUd0k4P4ULm2yXtVgtbdimtZ2amz3zeol4dJg/qlLpkdlsL224RujZKaFwZARmxE/gsxc5th1JQVBz4IRqxoZ9AZtpUpUW4DgERpY4JA0dtbp50YSu9IKEXj5FUAuJ6nXQ2o791ErTGE6LCCs2hYRojw7i8w/StjhtG9+fw/SSjsWa/CckNQ3VuvOl2XHsrI9WAQIW0pAQRIkSESirkvkNnyw7i9jSurumYIWQUgMkQ3lDzkqotaFYF9XqDWIdkvTnqviDqxGgfIkOISot2XbQvKUSKzww+tRRhicFQlsVgEzv0OKXQgUAISVlqRKDwOkB60FKjtEHpAC8kaelR0lKpxJR5RlyN8dKhlMeaAu8scRxgw4iiDHEyJgg9iQJnQT2CKX+3b9/OC1/4wt3MBL1ej29961vA4Ed7yimn7PJWedrTnnavvtB3cmdloUajwZFHHnkPJXZ33va2t/HKV76SP/qjP8Jay3/913/xf/7P/+F973vfrvTAd+XOzdX7SkwFPOiEZHcyOTnJSSedtFfPmj1x3XXX7cqpc8kll+yKuN2T6aXVavGyl70MKeUjGj/w22KfUO79Xo+5bdtQMmbbIU0OHoHDDh3j+h1rqKxvwfRtbNmwmSudYr9mk0YV1IyFlmHG7+B/bqwxMTvCxHBAbahCrDSNoRpVXZB3DZXto1S3JthOlyIHHceUrmRh3uEIQYcs+JgQT6MS0BQRfVMw1Z5jtt1nZsc20m6brDSE3QWqNsX15rij06Xwiko5y1BQ4IKIkhDhFELmKO+JnSCjj8Hj8ga5jWk0hrEZ0LeouKQZBbiwwnwmiHHUI4GUkl6vTb+fMd+OYW6e0BqqeYqmxEiNrNTI+02mZ+pEQcSObJwbbhth9eg4YWxJNYSNKspZys4cVmvKpEmegusXFFmBiyr4QCN7LRLZJQ4iik5GORNRuJIwyBj3Hl0LCKoa7RxJb56V9RojoSDwGQqFzRzGlmQ2Jy09zlq0NzibYwqLDgU6ERRWIb0CNE4YSm8wSHSgBwXRA48WElN4lJc45en3cgIVoGSJQACSMIzJiz4KRaxDMJ5AKnqmz+x8Sa0aorRHCcteIuwfdrZt27bH43dVPldeeSUveclLeM973sNrXvMafvjDH96vzbN+v8+KFSsYGRnZ68ru4x//OM95znOYmprixBNP5LrrruO8887js5/97B49U4qi4O///u/vx6d7aLk/XjJ7wzl3n/b0+9Pn0cI+odxFmTGz7Q4MVX6xeQVrV4esjRUHr2lw9UTCsrkandltzPhJyuo4jYpGuYyazdEuYIWaYWngKbIRjAsZbiQEKCbzki0ldJTl4ANjHjMeUq0o4nqVPLfccNsObl6/g3bHM5s7UqtZNtxk2egY2zod1l+/mcltk4h0FtGfpoolEo5KENJxPcLuJqrWYZVHqYQgahAECpsWGBHgvUcbh3eGNHdIb+i7Ntv7HoxGlgqhJM2hIaRKoF8S4VDDmrKsY+Y8LuuibRuXOoSDAolHI2SEk11ULPBFBrpGPxC4HTPcMlmnlsV0ug5lYb84ZFIqOr0cZ9sYrwhdjqSPyeYJsgCsx2hH3w3cGUOXMhoY6lXL8ESTSqwJAkWtFlEfUqgAlM1RbhDw5K3BG4NNU7zN0RKSSowWIc5avHRIKQiMBARaJ5QIyjLDGks6EAS08gQKKklEHFbo5inOC7rdlDJPGRmu45AoHeGdRSkQymGsI6xUcf0+3c4cRaZRlYSi6GLNQ1eJ6eHi8ssv5yc/+QlPe9rT7rfJxRjDBRdcsMc2pRQnn3wyURTx7W9/m5e97GVcf/31XHfddTSbTS688MLfGZvzIgOq1eou2bjT42hv7BvK3Vn83GZmi4Lvf7/BvDyMFx0lWLuyydOOWMv3ZqeZzGbYOJexY6rFJiEJlGUkThiLYOnSUU56/Gp6qWBHD1aPhgxH0FpfMHXLHHHVsPKg5Ry4f40kBBFIJIIlq8eJRse5Y3MbN9WllRmMrmNHakRhleFkO718nn53Gi0KlBIQVCks6LIkiA02tDgzyIlTURoRhvRzj/GCQqYISrqlQKCRlNCZIejP4KTCqYSOTNjesTRiT0OHxLEA0UBEBhs4UtsnNjlOOiwGaxxWBQhlEKqKNTnCpnhlkf0K3W6b/mTKECHLAksyrqgdNo6y42zaugUzP0sQSpKqxilP1rUIZxC6JI4CEhUQBZKh0YRlI1WGajFxEhFLjZQKKzzoiLLQ4AEsxhUUzuJwRIkn8nqw+eMMcRySM9gETUJLFEm8FYAb3ABCj/KW0liKwiK0AOGwQuNFTloWODxCK4zJsaYkt55+ZkCWiEBT5pY061OTBg84BLk36MyTdgRFue8qd6XUrhVrURT8x3/8x0MyrrWWCy+8kJGREV7/+tfziU98AhisXM8///xHxCzxlKc8hZtvvvlhKbP3aCeOY84991xqtdour6ANGzbsNb3DPqHcnff4tEPDQO+W73K1McjWwfzxsVUe/9jVZAtTXJn3KaemmJ6eRqcWdIU89mSRZXs3Zj6IeMxSyVjf08ahK5Lhcc3WbpugnbH10Ak6UqEDR995Mu+ZdbBQG6EdK1LpUbQBjxGaJc0Gf/CY/bgqn+Kmm1uYXJA6g089uswIMcSVOl5ovLMURmF7HvISmzuUKYhVjrEFsRNYIQmdQwdglEWUDi8NJsvozOVEo2NE9TphPIwOG2hjEDKAboHtaNJuH289XhocDuE9yhq8LZFCEEjDeN2xoiEYq3rGRw31SkA9r+LlOnoFpJmlNXkHyhsi6lhvkVGKVoZaHLJkuMnS4RF0VCGIE+IoQYsAjUR7g/VgvUGUDuUsUoHFDXzdrUc6gdYBSkvo9vEWjPNorUgQ4EoKG4DSmKwgUJJIC4SWyGiglNN2l1qiKE1Gq+MJAxBW4ktLEGm8FHgPaZZjsi5FNSBQNfrtFO8KkvowqQ7BFdQqIdqUCPZN++qrXvUq/vIv/5KXv/zl9zuv+p1MTEwghNirL7hzjpmZGT71qU/tlg7gkbI3H3fccbz//e/nrLPO4tZbb71HquJF7snKlStRSvG3f/u3vPjFL6bT6TA3N8cll1zCLbfcwite8Yp7PXefUO7giEWO9gbyAnfHT7gq69LuH83Tj6pyxJMfR9cosp9fR0XlzG3rkQQJEyMJUaMP/R43bzMMVSLqFcHknOfXWww3T3u2zKeU27dSVkaQSYVj10jmU8OvNxju2JGT9g2+1SWxJdWaph6HhDKgWpNUmgdTa6Us6/ZoTU7SSjuU9JGqJHAOlxXYICKoKLwVKO9ItCCKAmQJKlDkNiQvBEpJKlrifEm7LOl2SwIhKIyhSPv0On2sD/FRQDAUEjdHacY1op7HNXrs2DFDuzuHL0AKiyYk9B7pHUYpZBWaS6uYpM6sVSRliLGCAs/oUJWDDj2AbTMLdNpzULRwhaUZappDTUaHqwzVqyTVGiqp4n2ALSzeeKRwhApKbyiMQYUaIcHjya3DMvBDFx6881jr8Tg8mqwYmFwqcUAcKZyo0slL0l6GTQ2hEkSxprRQaotUChV4UJ4ojMlaPYQVxKGilB5jSrpZia4maO2xEubn24S6QOPxLgQExjnKNGd0yKLDAPFIGt3vheOPP54Pf/jDjI6OcuGFF3LCCSewadOmXe0TExPUajXOOOMMLrzwQi655JJdbSMjI3zqU5/i4x//+P3KR9Jqte5x7JhjjuGoo47i0ksv/a1Fw37961/nBS94AR/72Mf4t3/7Nz784Q/TbDb3mG/+royNjfHUpz6VCy+88EHb5fd1hBC84AUv4GlPexpvetObqFarLF++nOc+97lIKXnb297Gr3/9ay677DKOPvpoarXavY71oJS7EGID0AEsYLz3xwohRoALgDXABuDF3vu9brtLD1IUiBASb/C9mxAbWqzPC9pzh3PkIUMEzdXE9a0saUJDzFOtNHncE9aSjA1zR0ezdTrlm2lAEsCm+YLbbp1lbmqK8uZfQDbFxp/2+OKU4YrDlrA0DuhP99k6dTuxSlneTFg1UoOoQiYDpvOA6+dKumnGiE848ojHcrO6kWLTVpSYJQ5CGqJBtdZE1Tw6MEQiptloktQCZBRirQLjscZQ2hKHxSlIi4KwY9Ayw6RtBAalJL4syNp95t0cUenxiaYZJUwsW04jdFjdpLjD4nwbryyBdsRVhQgjciGZz+FHm3PGijYHqCF8vcIyE+AcdIxk2icUyRJWDo8SWcNoo87E6Ci1akwQxwQqADTGS3JrCLREeTvYkAwFpoTSWrCCQGqchaIoCeJgkJFysBOAswZnDPUoJJEa7wxeWJwM6ReWtIQyd7jSgjPooEqnldPv91BSUKtpsjQjCCVKBxjvCANNpZowN9+i0+pQLT3COKKKprB6pzeMpd1p0c8z0qIk7aRMB1MUZYCxD3yl+lDJ9r1xxRVX8MlPfpL/9//+HytWrKBWq3HiiSfyve99j9WrV3PRRRdx6KGH7rKdn3LKKbtqaR566KF89atfvVdPlbuaeu6ND33oQ/zhH/4hv/71rznppJN2u7HsiTe+8Y0sX74c5xyf/OQnWVhY4G1ve9uuxFk//vGP79OkdNttt/HkJz+ZRqPBG9/4RtatW8fHPvYx3ve+9/Hd7373Xs+bmZlhcnKSJEnul615X+KuQVN7C6C605b+rGc9a5dP+5e+9CXWrVvHwQcfzEtf+lIe97jH8Z3vfIeZmRk+8IEPMDc3t9eUwg/Fyv2p3vu7GtFOB77nvf+gEOL0ne//394GEFIQVywV6QlcgpMBSs9SzP+Y7s9nuGrDOPWGJskk3VqFaFWTpDpEa/Qg5uIGG7ZuZ3rLelqdkKRnKVs76MxvIXctmvkciTDI/A7ibRmFGcJOrMBkIGanGB6NmahWqVQ13TKiLAULnXm2Ts0g52dYsTpEN5axcnmB6HRZaLUJgzqNoTqNsTphPIS3oNE0R4eojzUQYUBZCmRhcaaDUClpZpjrlgTaMx466uE8C3MW+m1wBUr0scLhrSMpu4xVR5gYGycZWTooszcbMDQ/i1rIBvlZlCYKQlIrQClC08NsvJ20vUBPpERjGheP0ul7pjslutXlyCBj5NBxQl8lDKuESQXvPbaE0oKXBi8c3hcoFaAYmEoKJF4KokQT6ADhNdZYwihEaoVzJVGgCYSksBaPRAhJElXJTUG73UMZR5kbMBbhHUltsOHslUcFAmsyrCvQjQbGOqQzVKoBaWFY6KeERY5zHsqc1nSPJFI0Gg2cc0gv0TpgemqSssxAKBINSSgwJsP95qu9By3b94b3ng984AN8+tOfBmDHjh084xnPII5j3vnOd3LEEUcA8N3vfpctW7bslkP8Rz/60R7HvDMC9IUvfCF/9md/tlevkL/5m7/haU97GkceeSQnnXTSLpv8XTn++OPZuHEjGzZs4DWveQ1HHXUU73nPe5idncUYwx133MGnP/1p4jjelTXyiCOO4IYbbrjXazvn6HQ6fOITn6DdbvOqV72KY4455j6/rwcTkftIUalU+MhHPsI3vvENbrzxRv7yL/+Sd77znfeIK5BS8u53v5vp6WkuuOACzjjjDM4++2wuueQSvPds2rSJd73rXbtunlprms0m//mf/7nHp7I7eTjMMs8DTtj5+gvAD7iPH4ASnkhU8MISBJpAKgwZkWxhsvW4mUny+YAwTij74KVGGbj5V3NMd7bhWnfQzbpEzhD5ApXNEbgesdZEWhLqkHg4pr5E4bRBuw7NCIpKihQxuazTo4JyjsD0ac3M0bnjduoqx/ZWMZxIwqXjKHcg8raMfmmYFwneRawKhxDK40owOkRGTXSUEIUSqTLmC08nT5hvtXDdnFockDRChuoKHWiybTmUOVJA7kso+2CqqGqT/fYbZu2KEeacZvNkj4UtMdVKiBSgvEaQQCyoBZbAajKb0XBdlotZVlfSgb/5fIvlvZzItBHDOc7VsC7GWI/MPVp4hLA4Y/HOo3RAIgOE8yBA6JDCDPLgJAJCqeiXFisMWihMWeJFjhdQeo0pITeOsixQUpKXKf1uj0BYkiTCBRacIM8daa9AhwW6IhCJxaQlGTnGhTibUdEBvTakCynVmqceVOjHFSazBTq9Pn2tBukJpCG2GmElkVIUQmC0xeqIvEhx9iFzfXvAsr03iqLYzf/9rLPOAmBqaoparYb3niuvvPJ+pc/9wAc+wOzsLKeddhplWbL//vtzxx137LaCD4KASqVCq9Xi2muv5eKLL+bpT386tVqNk08+mW984xu7KeUPfehDKKU455xzOPDAAzn//PP5p3/6p11BVl/5ylfQWrNy5UrOOeccjjjiCC699FJuueUW3vWud91rUQtr7S5PnfXr1zM7O4vWerdKT48G3vKWt/CGN7yBZcuW8da3vpUXv/jF3Hbbbbv+zjD4m7z97W/njDPOoCgKpqam+PrXv84f//Ef84tf/IJ+v88TnvAEhBDst99+bN++Ha01J5544l4DzODBK3cP/JcQwgOf9t5/Bljivd++s30HsOS+BhHAiAwpVIENSpz3lAZqaIZCj7F9vIuRvgDlyV2Xft7DzG1DZAUNN0uoPMY7vA1QImaiGRIlklwGCBnigyGcHiJIAgpfEoUhtaGEVs8QTM0SS0OlVqdwlqJoEeRT6Nij/TLq9Qg3mtDzoKan8HOb8f0UEzioNxgeGseVhr4SbFzISOKAdWMKX6uy8SbD1MYN2Jmt1HRJsmyEXIbIsIppKuR0C593kEoQOVBOYI0n8JrR8SH0iiHu2ABWNKjEFbqmgpAlsVdIaRlJNCvHxxBCMDPfY7yesGI0ptN36LyN7i4g8x5SZAMPm9JD36OVQQUOlEYFEiEMWAjwqCCgsBYnBUpoTJGjLBjrMb4kywpqYYATjlC5gReRM/T6OYV1ZGlOa7ZNID2N4QqVOACr6XRKrIRaNWG6PUM216eWxOQ+ptsvMKmht3UWXEKoPNWuI+tbxmWH4w5fy5ZZyw2bU4wTdNo98r5BeYn1nq4QNGLPkvGEHfMl8wt9ym6K9w4nfiPl/pDI9m/Cva3M98aWLVv46Ec/ilKDPDo///nPOfTQQ5mcnMRai5SSd7zjHfT7fc4++2x6vR433XQTX/3qV/nyl7/MCSecQBiGu60qL774Ys4888xdK+sXvOAFXHLJJbvlmLkzdznA0NAQy5YtY9myZTzlKU+5V+V+0kkn8Z3vfIeiKBgdHeXf/u3feMMb3sDGjRsf8Ofe1xgdHeXII4/kBz/4ARdffDHvfe97+cY3vsGmTZt44QtfuKv61dOf/nR++tOfsnz5cs4880xgUPx68+bNbN++nRNPPBEYPOEJIahUKlxzzTU8+9nP5uqrr+bYY4+9T3/9B6vcj/PebxVCTAD/LYTYbfvbe+93/jjugRDi9cDrAaqVGo1GTFpEtMuUzPaRKsEEJb4aIoouMs8QBHilEFLSd4OcJNIWeOmoaYk3hjwzBGGATirkWlEgsD1H6tvMppYkiVFSEYcRmJzY5oQqpzMPU21odzNaUzMokRLKQRGNtJpQTzRrihy/apiNxRz9tMAZyWSnRWV4iKhaYXa+RzudQrgp5qZGyaxmdsvtiOn1ULbI4xo7ZhSmnaIDDWmBsiUilGjhkb6EUCIxzGQ5l29y9HfkLGzejpjeBN4RypBGErOi3iAQAhnErFqxkiCE1ct61CoVgqBGOTuJFwHCGigzhDQIZQk16HqAQJE6i3Ee5UAKDdIhkARhhCsLsjzDiwKtHEJCbiyd6TaRAhHWcF7Q7uUkQqKUptXp0231iIIQVTq6JsWHkrGhhOZYjVs3baPfzbHOIDJHKAt0pGgvlGSdDJOnBCisy/GhoBFCICWFLLljxrFjxpL3+sQaYgShSdF6UDmrMAXtFOJuhawo0UYgfQ7hb5xa5iGR7d8W55577m6brt57JicnOeuss/jEJz5BkiRMTEzw13/917v6nHnmmbuCpX7wgx/cY8wLLriA173udaxdu5bPfe5zvOc979lrcNXVV1+9K5HX1NTUvfZbt24dBx10EJ/61Kd40YtexNe+9rVdTzCHHHIIGzdu/I3y5jxSJEnCfvvtx0033cRZZ53F7bffjlKKz3zmM7zpTW/ii1/8IsBukcS///u/z/XXX0+n09nlOfSe97yHoaEhYHePJu891louvfTSXcFq9ycQSzxUblFCiPcCXeB1wAne++1CiGXAD7z3B+/t3KVLlvvXvfwtpDlMzU3hyh7WS0QcgR4mkgWx0IRhQCkVC3kJqR9sxLpB4IuK1cBro/CIIBqEsgeSMArIei36/QIpNdVKDaVCSh+jrGHJqGJk6TJmyyobt7dJ2/P4/iSJyNFxjXDpASw/8EAOWj1GIkq2b9/O1K230J2aYr7XJReC4Ynl6NoQ01umKbszYFOErOKcxxcLaNcflHrTAVKGOAe5cFSkJtIgtALhka7EhRWErhMETWQ8QW415C0qvk9g+gQiZfnyBmtXrURpjQFqYRPvLI6BxwkOvAXvDBZHpBRagpcAAiVDpBbkaUFZWkTgQQpwg+RdgdQYdppetMaWdlCJG8PC/BzWQRhVQDg6cx0q4SBNQC/NweXUm3UWul1mphdQXlNvVmmMDbNp2xSd2QUSHZDECYUtEIHDuALvPK4o0D4i7ecgHCOjQ+TO0+t3iWQCXiFiiwwDunMtElkwMVqh7z1TCxlFz6FVhAwECo/wKUI4/uXiL7Ntduo3zkHwYGRba+0POOAAduzY8ZAHDS1fvpw8z++1NN3JJ5/Mueeey/XXX89znvOc+339sbEx5ubmcM5x9NFH87rXvY7TTz/9ARWdvi/uLf/5mjVr2L59+15z1exLrFmzhr/4i79gw4YNnHXWWRx11FF0Oh3a7TYHH3wwP/7xj9lvv/1YWFhASrlLOb/1rW/ly1/+MtPT06xbt444jsmyjKc85Sm7yv69853vpCzLvdauBfDe71G2f+OVuxCiCkjvfWfn62cA7we+CfwJ8MGd/3/jvsbSQYRsLifvG0y/h1YGSo83FlwXFcdE1QZD9QZ5kZKXM+BLlA4IVARS0i9zfFEglScUAsXANh/VK1TqS1DTU5jMI61B4hB5nygOiOtLcfEweZoTm20E5SQIT6Wq8LHE97vUeikBmiKsgnCsXJ4xfNAyrr/xNjbcvonO5klsNIsreuh8AW9KLPOIwCPRaKGQoUaogEhpvDWDFbv3OB8QajXYa1BV0szgioLI92gG26hXQpTOaDYqJNWlBNrTaFYIKiN4BAGGwIEREi815Z12S2EpfYmSDDZHoxAnLWl/8PkTAqJQE4YSGQp6WYHAEwQahcThsVYMcuiXoAOF04K4XifLMloLXZw3NDSIwGKNJ5awdMkopYN+FjNSqxALQ62mWZiZJSosuShRLieKBl43aa9HogyVZp3MJRS5wGcFWmqmO31QnqJMwfaoRjG9nsd0FBQFKrYsXTXOdKdgan4aZzOiAISqYLzFlI5A84BdIR9K2V67di1vfOMbOe+883blQNkTJ5988gOqRATwzGc+kxUrVvC3f/u392gLw5Czzz6bkZERLr300l2K/f540jz2sY+lWq1y8cUXc+211/LmN7/5Ac3r/rBhw4YHdHxfo16vc9ppp/GmN72JIAg49dRTAfjlL3/J05/+dFatWsUXvvAFoijisssu47rrruOKK67gwx/+MFprzj777F1j3Zkr6K6vDzzwQN773vfuWvX/JjwYs8wS4KKdLjwa+JL3/j+FED8DviqEeA2wEXjxfQ1UOMlsV1F251FFhpQC4SWu8Egl0UkNETdJdQWcZ6hSw0VQePBO4TKLzgvIDV5LpC5IajFhUkV5jdQhlUqdwnYRwiMDSSIH0ZKFVRSdHFP0SEIImnXGh0dZu2Y5I+MNZmYtSTVhSV1QRor6spjp7kpaGuSoQG6ZopifwxclWtpB6TwvcF6g3MC/PY4iAh0SRCHGGYwTVJH4UiGcIJQQRyH4gIYqqIeepWMRw+PD1IZraKFBBuA0UQBSODJTDuq4Ok8ucpwC3CDAR3qFEBq9cwXrPXgvwASEEoSQuLzEOocPJbJUlLkgkBKvNN20pF9mKG+pSkGlEpAbQ1kYkihGhxIT5ATOk8Q1ZtsZWdmnkSiWjI6wZXYGRUkUKyZGGzRHR5m5ZQseR6T9TndRQRAm9NI+KlD0C0E7s5RpiQocSTMmTwel8oQHFSmiZkS3n2KzglB5Ciu4+fYWC4WhW6RIZSiNAkoKUYB3CB8MvGweIdmemZnhYx/72H0qrbsXnrgvli5dyo9//GP++q//mpUrV94jf7lzjmuvvZaVK1fuesSv1+u89rWv5dxzz93rKvwHP/gBp5566n3mrPnfjHOOI444gpGREdI0pdFosHTpUo499lge97jH8Sd/8if89Kc/5dnPfjb/+q//yic+8Yld3/nzn/98/v3f/33X30VKyZFHHrlbINvNN9/MG9/4Rr797W//xnP8jZW79/524Kg9HJ8FnvaAxioLXHsOlbapICi9JgotDolBUgoIvEOVfQLvqScjZCLEZyndXgdfFIgyw4gUfIA3MbFISJImYaTpeEEqmjhXEKkSoTyoAB+GdNMUSQtXWpTQNIZH2e+Qg3nc4w9hbKJKK3P02ylxpcHmDvSTBtu353QnZ6BrIVQYCkRpwFukVgRhSKA0eIOSniQOiatVrIjJexYlDNXYYyqgnGG8EdOs1hEioq4VIyMhlVoFEdQxVhMqjfEFIrckIiIvS7wvcEqBCHEmwxmPEBKQ+J22c7XzX60d2BJnAlQSEWqBzTKscThjKbOMMi8w0iFqNdIyp91pUw0VURKQI+gZS1FmVEQDaQKGKzXCCHp5QRB5lNZkZcHVN24itQVVLbBesmEyJ27P0mvnlEWJSmJEGDHfSnHeQTm4QSkFY5WQni1IU+j3DBhD4kvCRGGdpJs7CmewLiOIqnjrmZ6coUDgvEV4KJ3FGYPVljAUWOMecETmQynbCwsLLCws3Ge/8847j3q9zlOf+lSSJLnXnDEwUAaf//zn2X///anVanu0vxpjePWrX80HPvABvvrVrwKDlLhf//rX79O88tKXvpQXvOAFD/hJ4n8LlUqFd77znaxfv56yLPnkJz/JBRdcwHHHHcfb3vY23vCGN/Dv//7v3HDDDfR6PXq9Hm9+85v5l3/5F3q9Hl//+td3jXVnFa67++8bYzj33HMf1Dz3iQjVSAseu65KuwXb5ySFKwidoVAllINNU9PvIesxnTJDuoRYhQQoEpHRc/MUosSQgs+pOk0kJD4I6HhJr2txeQbKAxKRKQoDZS8jqIAsDeQObwwLeoRNfpwxUafjQxYyQaIjgkSj0xLftsxvmsTNbcfIFsYEKC8GnijCEkcR9WqNoBrQ70G/16awkrIfYW1OIjyVUBMmEc6UDNUrrFmxnEqljpCCahIT6gRrcsrS4QuwGJQvKaUhdQKLx3uFKz1KGuIgHniElGbwQ1cKKQTOeiwGQUBROpwvCXNHnhlsmSOdR+sAKy1elMy2+8hOmwhIhCeQkna/R9GxRCjiSKO9gDDEeEsfQW4gqAzs+74taHc6FDZnYtkoqVFs3zbDkG0T3Vnqrw9ZmmPzEkgJIo0toDocEo7FLNgeZe6hyNA2JwgFUXWIViunt9BHaAcFFFJS4shsgfKD9AhBJLCuxFoJWUGaCrzUPNLZXVeuXMnrXvc6PvShD+11Q7LT6fDNb37zPsc7/vjjOfroo3HOccopp9xr5snp6Wn+7M/+bNf7z33uc/drvhdccAGbNm2615tAFEUYYx710aJ35znPeQ7WWl796lfze7/3e6xbt46TTz6Z173udXz/+9/nW9/6Fk9/+tN3W0xs3759V1HxNE3vYT8/7LDDuOyyy3YzzTxU7BPKXUURq459HL1eRud/bibvpmAKCrpoZdBa0c/7OEqEzbFFj57XyMhhbY4TJYgSZROEVOQypCU0Wd/hnUNlGZWoJJcBpdf08wJdFniTYnSMNiGBV6TOU7TnyW7bQcoo9ZEqK2uag1dovIEk1By0JmRyo2HD7DxlP0V1LVZrlArQQUh1aIRKfQidJORqEAaf9zogCsLAUa2HrFu1jLhRQTrB0NAQYdTAowFHWShkOZi3FOCVx1tH6cCqAC8V1lk8oBD40uFDCPUg9D73Bqcl1oEzhrK0g0hSoZDWkXUsWdFBCdBC07fglKc0BbbfoxIrqtUEIYNBSgFrsa4gjELCSkReFhS5QciS+U4PYUuSSgzWMjyUkMSOqRbMlwFF4VA4nAQVhsjM0nCWwmZQcRBqMuvwMsQoxfSWLmnP4MsSIaEUg/mnnQVK4/CuhEJQGofpZ1gMzlkEoBToUFGWDlsavClAqJ2Rf4+sdt+xYwedTod3v/vd/NVf/dWDHu+nP/0pRx55JNbae91MfTAURcHll19+j+NBEPC85z2Pd73rXXz4wx/mK1/5ykN+7X2Z//mf/+GMM87gmc98Jp1OZ5cS11rzpCc9iUajwRVXXMG2bds46aSTuOaaa3jFK17BCSecwB/90R9xzTXX3GPMhyof/p7YJ5Q7MmBbuYJ2MY8Lm9giH6RzDRSEMXGiqAiDdw7Rl8zZDmUpsJ0c6wa2VecljhDhPGVpKFsLJFlBgBokkAordHvpoPBG0SUyBqTHykFpt0QGeA3KWPItt7Cjn9JbuZx1j92f1eMaGXpme55tPUVZXULBHaTpNHHgSOIKRalQYYiOm9SGxnBBAt0uoUpwukCIkrUjTVYsaTKydJRKZRgpIqwXGCvwzg9C+F2BExYvPWiBDsApCaVACYHyCmsd0oHAo2JNqATSGvAe4QVlvwBTEoWKMPCUZYZAE8YVVOCx3iOcx1lDr5cSVTWBgFoUEWiBZXAtgSCOEsJYggrIS0e7k+KsxztLt91BuJwkHCI3DuPEYL9ERczPdYiVIA4FphxkyZRBQLUa0lvI8GVJHNVJ2yl5ntFPS/odj7cpccUjVUQrAwqDUj28UoMEcw6MtWiXoQOJlQJjQYpBVDBGoTCUwqBDicfziNbZY/CIfdZZZ7Fy5cp7tCmlOPDAA7njjjvut4dIv9+/X4FNDzWVSoXPfvazA/fTB1DL83eVSqVCEAS7okC3bdvGG9/4Ri644AI++MEPctppp7FhwwYqlQrHHnssb3rTm3jhC1/Ijh07OP7447nyyiu54IIL+Na3vsX111//W5//PqHcnRds3TRF2p3Ezs8QeYMlGGRbFIK+qVIJNUHUQSFw3R74DOe6WGfBKywSQzpw0ysG78psAVWpgF2KSiUNYXGiQ8+2cWWJQBGIAhkpwqhJnFQHUXJ2FrfQx6iU/qHLsLpGVVvG6rB5S0GReaTUKJUzPCypDo3R7RhanQwhQsbGxkgqNeLCEITjWFvFq5KVy1cyNDSB8RonQxQRLu1gyz5gEUGIUBqUw2qBtaC8JEoGya8EAinBK4m3BoRDKo2VgsJYtPc4C1JqZOiIYo2SIabv6KUllAVSOpCassxI04x+UZAWGaMjTar1kKmpFt4VjE/U0JFEOIkmpN8rKIwFY3HOkOYZzljyzDE908Mp0NpSr4eEVUUtywmlwkQRvayLAnKr2FoYer0SUeZkhSLPHP00QwtPoEKcs/QzjwwynCnRXqJRlDisNUghkVogrCVSg/2YzOZYM7hplV6h/ECmBIMcOI+0WQYGCn5Pm6phGPLUpz6VarVKWZa7glweapIkIc/zB1SoYuXKlfzlX/4lP/vZz3ZFQxpj+Ou//msuvvjih2We+xLDw8NUq9XdQvyDIODkk0/m2GOP5fGPfzxHHXUU7373u7ngggv4h3/4h13xAu94xzuA36w83kPFPqHcjTEEC1OMBwX5cMLsXE5ZOKwvKIqSPPWkUUxcMfhOSpEOij5IK/C+QCjwQlOUEmlB4FB2UD8zN5rMZcRhSFKJEOEwSR6T9bpk3S7SlmgXoaKEaHSYEI/PC3JjwRVsnmlz89QQhy5XBLFHK0dVS0bqVZQdxasQm0SMVGKcmKW0Dms1o40G9bUWXTawwiJxRGETKRJsL8MWGYXrImxOqAXOa6QY+K176ZBBgBeCrFtgSogihQo0pXMYBSocmEzanTa9bkmgoFlL6KeWVqeFFJ6h4TpxRWNRyMAyOTODygsmRms06zFaO8IgADNI2KW0oleP6fdyCmuRhHjvqUQaXXqKvEB6h9aCSpSgtCHrl7Tmu8QVjYocuh7T7mSUGeSRQWpPs16joKQ136NMcwJnsc5T9FKkG4igsQO3TWctGINyEm8KShVgEZSpG+wjaEnhPNorlBlUahLIQa53V+JQeKeRKJSVSD94ItpXeMITnsDVV1+9632apnzyk58kCIJdJeIearTWnH766Zx//vkPyLY7MTHB//2//5frrruOyy+/nLm5Od7+9rdz/vnnPyzz3NfYunXrrtdLlixheHiYZz7zmXziE59g8+bNvOxlL+OKK65ACMHFF1+8x0CwR5J9IheqdBYluqRhjW51CWWjRt9l9HRBoUvI5nCd7eSzO+jOT+HLPiYvBiXavMSYkLDUVHNDAmih8EIghEB6iShKLAVhtUq9OcbwyBLGlqwkqg0jkoC4olDSk+WS3FZQUX2QFMt0mV6/hcuunue/bnbcMetJvaCIA+TQEFFtlFI3MGWFRi1mzfIhmlpRzvdxC10qUhOEdeKwTpSMYF1A0e+jydC2QNmMQIMPInwUY7xFejcoW2ehNG7nZ/DY0pAXJV5IhA7IzMDUEUhFhCN0Jb5MkdYRUSLSjMmtc2y+Yzud+R6h1IzUq0SBpN8tyTJPFEWMjdZZsXLwpKHCKkOjdUaGq0gU/X5BWpZ0iwKVKOJ6NCj0EVXwhPQLMchQGeQEwSCnzPRUC2EzRGhY6PVY6PUohKfTK8hTi3YS5wQlilw6XFgShDlx7LCqIPcpVpSDNqUHOWtKg3UeoSWlK7GmoHQFRZlj8wLtJIoITZWaaNBQEXUtSYSjrjTykayQfRf+4A/+gFe/+tV7bCvL8kEF7nz4wx/mne98J0EQ3KPNGMPf/M3fsH79et7whjdw+OGH73Ws/fffn+985zusXbuWq6++mlNPPZUtW7bQ7/f5/Oc//6jfSFVKsXTp0l2v3/rWt7JkyRL6/T5r1qzhjW98I//4j//I8573PHq9Hu9///v52te+9gjP+p7sEyt3h8eqOq1OxvTUDEWriyrmyZ3FYJEuwxUK51soDGFQG9TU9Ao8WCcIVIDICjIv8EYR6wDtNKoUGJWTek2lVqMRjZC2OgQqZHjE4agTJzGVpIYgopOVoCxj9RrFQkE6fyutX/XZML2W6JAldErHdLtLr1VS8yFVlVLVUAsUjcYQozVNFAQEyiJ1gLMO53KsLTGZG7hMahBxiPCCvCgxuUFpSSgGZSXSYhCAo0pHogKcGoTXO1eSRCHeOfLS4pxHCklUqQwqRUlPLYmoRE06nT7dmTlUv0Xf1CnykmocMFyv4Y3Flzk6iIiCGBUkZP0MFQ42XnVSQUpBu9dnrtNlpigJtKYSx4QypNvJWMgySluiqgFBFlBLKsz0clxRUK1H5NqQtvu4foGSA598rRR5L8X7EuehcAolJNI6nHZYX2JtRhhoXGmRPkBpj8FSeEPuJTiHVoJYaUI/SKEqhUYIidKeRGpEIDHKY4QkG+Qpe8SQUiKl5OSTT+ab3/zmw5bd8PDDD+ftb387xhg++tGP7tZ24okncuKJJ3L22WezZs0a3v72t3PyySdzww03oLXera7osmXLeMUrXsExxxzDxo0beeITn/iwzHdfJgxDXv/619NqtfjSl77E+973Pk444QRgkPr4e9/7HgCbN2/m3e9+Nz/60Y/2yYLb+4Ryl0LgTI+6htRN0S5nMN0Ua1KcM3g5iDJUQJJUqTdHKFMPZYDL+5TCUHiDCGMkArEzT4pUGUo4jLP0spDhMqA+OkSkFLZ0BGGCMTk+riKSOtpCkM/QauX8f+z9edRmWVnfjX+uPZ3hHp6phh6hlSGAIGIwqPASB0Q7goZhsfIuUIkQFIM/FcfkVWSQgCMCyWuL8mJACWCQBEw0gEEMECBAWhEXoNANPVfVM93Dmfb0++M81KKF7q7Ghi5MfdeqVc997n3OfZ67dl1n7+v6Xt+vlw3qukKvdrHhFL5xXH+LZX9QLK/5NMWwy85G4uLNGo2l0GkMgDtbkDQpaPw6kOLA0K3xYRTpMoUhAioEpnWNM4mm6xGVyFroQoQcyVoQY4l5/N2ttqzalvXqDEoEyYFu3RFCZLZRoety1FRxCVtPqK3m4jKTvcdIQVkajEnYokKJI4QBoxQhCeSEsZFEJgFd9OThqPEpZvp1Q9v3MKmJxYRu8EjsUJIZUodPCekHqlpBiqzWnsELLiZyYkxDJUMIQlIBLRYXBwwJYxUpZULUBKURiUgWlIEUIs4UkDImj+kjR2RiHUWZQWtCVPhBoZRG2UQLBAUDYyNXlzzxbkzLPOhBD+KHfuiH+K7v+i7+6I/+6IvaVi8ilGX5Ocff/e5388xnPpPLL7+cF7/4xUynU6666iqe8Yxn8MAHPpBLL72Ul770pcCoCfNLv/RLvPzlL/9777HqnONBD3rQ5wicVVXFox71KP7oj/6IM2fO8Cu/8iu88pWv5NSpU7zhDW/guc997tmx53OK6rwI7kmEVoNLkbrQDFZYKsg5kWNAZUFnoTAztJ0hk+NEGegOF2RJKN0S4xoxHpPnoCBJIqpESB4Gg5NM2yYOxTE/fjGX1hq/XvOpG/cYkkayocuJbEqGg0OWh3vUOzMu29pCRc9yf5/loaeykUtllxMnhOPHNjCiQQyiM9oZlKkgWoZuhdEeJR5tBJQjKcEVjjAE1uuOnMbXWo+a6AAKQdsSU5UMnadpeiSmcZw1SFigc6bQDlNrVus1i4OO5aLEJGGI+5SzgmPHtqhnW6QwBlNjBWUiYip0tpiiJMWMb3uijxTOUZUWNQRW655TN56mLhyls2gjGC8UVjAmjoJlWLoh0vaC5EhOa6yZkCWCNWAVyTtQidlGQRs1y6Un+YhIQmvIckRS1Ap79EKVFTEk6AIRz9BkyBonGaWhcgVV4XBzS64q+jaz2G8hJXRWtM2ASCCIoCSQfbxbC6rGGP7JP/knbG1t8bjHPe6LFgz+zb/5N7zvfe/jV3/1Vz/nvcViwY/92I/xrGc9i3e84x388A//MI961KN49atfzdbWFs9//vNxzvHYxz6WN77xjcQY/96zYe573/vyQz/0Q1x00UX8y3/5L0kpsb8/+q4sFgue8pSnnDUw+dSnPoXWmoc+9KF88pOf5Gd/9mf5sR/7MRaLBa9//et505vexOte97q7ZPUuInzVV30VT3nKU/jVX/3Vv5NL1nkR3FVOrM8sWEkmNULfdkQ6lBGIFqM0hbOU1ZSgJqwPhnFr7sAnTUo1wWdy7lAKtI0kiShKYjBYLdgYiV3P4UGLmm5x0c4WGyctcflR2qMu13YYGEKgSx1+dYoYak5xKVtbG7hhxUZYc3zLsjGb44zBmRqrCtABJYk0aJplT/ArYmpR0uGsBqvxQyD4MUWgk2BEgcoEEWKCHCJKZ6yxdENm2QwIPaXxkDX7ex19u2QyVxTTksrMMK1H5UzXLWn7JbN6Alloho7lYkXhKqqiwOqRoogIhRNImqFPrJZrUh6phL3P0K3RCNOiZmk1fVhSFDMyBldpJlszQhb04DE5U5Zj2qltRz2b5WLBdHNOUVnKrDDMaVYZN69I0TD4HicdxAFthcEb+qAwriBIwA4aSWbkwYvFGUEkg/IEwFqHqyrs1iZ2OmcICt8PrIaA9g2KnhCP6DFKSLkfi6n5LtNzv9NYr9dceeWVfN3Xfd0XlRd+zTXX8KEPfeis1vrnw/ve976zP7/97W8nhMB/+A//gQc+8IG85jWv4Y1vfOMX7f7ON/z2b/82X//1X8873/lOXvaylzGfz3nyk5/MYrEghHA2sM9mMxaLBQ95yEN4/etfz5Oe9CQe9rCHMZlMeMpTnsL9739/vuEbvoG3vOUtd4lL1JOe9CR+53d+h729PX73d3/3yz+4G2dxDCxvOSC1h+guUaBIRsjJYK2jqKfYyRRFR6ESRllyXbDYD3RNAhxBJ6pCoa1GspBzQsSjMLiJ4tiORkvixusOWfuKY9sVe6uAP+wwXgj9knaxx9AdkGOLNA3taWGSYWe7ZmMOm7MSIw6FwbqSeloRfEBSGPPrfomKLdHEo8Cp6LOgnWZzVpJ8HC3mTCI1gXa9whqDQrH2PdONKToZhuUu1vRUO1O0c0haU8aISppuETFVRIuwsTFl51hJ0glSQb/OFMHjQ4f2A6YssM4iaRQGG7pM8D2hC+R+wGiF0YbOe9aLBq0SunBUm1t0ZzKHhy19CCRR7HUJ37XYUeUAIxZnFSLj7kNipl8LXZuonca6Ap+E/YMBW2pcrZCyJCdDinKUL49gPVopSAYJAbQQVaRDRi9XFPnoPoeYqHuYTCu8j/i2QwchD4FEBzmTxGIZrf98vjuTMiNXOsZ4zt2hXwguv/xyfv/3f58HPOAB3P/+9+eGG25AKcU/+kf/iPe+973AaHH3iU984lbn/emf/in3u9/97hQ98u8LvvM7v/OsS9JDH/pQnvCEJ3DllVd+juxDVVV8//d/Pzs7O1x77bW86lWv4glPeALGGHLO/PN//s959rOfzQ//8A/zohe96C65t9e+9rXccMMNtys0dy44L4K7j1BMCtw8crpvEa2JsSRmj3UWZcy41Z/UxN7QhQQo6nLG1vYGa9nF6kQfwaiMaE1Gj5K7eRQfK+qakxcfo643yTcuqPdvoN3fp1ovmacObMEieFA92iUiwqRQ3PMizeUnSsq6RFcZW7iRgcOYNuq7AGHA9ANhGPCqA5dBF2Qv5CDEIdF0HX3rcVlRaDUGdFdACqM0b4gMPtAdLDFK2J4nsljWTaIIgc15jUwLbj6zousbNiqLsyU+asKgSdqjtCJIpJ5MqIopPidCN/qV2srS9gP94ZqcFdYayolDGzX2CihFjhUpdcQhgNKoiSF1Hhlgtb9k3QzULlNONdFqiJZJNaNZK0LwTKuadohEsbRdYDYtmM/mxMFTaUOQQJZ6TFs1gaRbokkMlMTWQwhE1dJnTxeEkDI5jQo5pJHjH0Ni2a44XCuctvh2haQG0mjykrNB6USQBBokZeRuDO8iwite8Qp+5Ed+5GygPRfM53Me+chH8od/+Id3OPbBD34wD3vYw/j0pz991s0o58xNN910B2d+fvPs/xOwXC556UtfyqMf/Wie97zn8apXvepzxNdg5Kl/4hOf4GUvexmPf/zjedvb3sav//qvc9111xFC4AMf+ABPfepTOX78OADf8z3fw1/91V/x4Q9/mGEY7vR9vf71r79dXaE7g7tMz/3vgpMX3zs/6fufi0otuTlN6g4Iy4DvDWiHOIUtKyin6H5gGBp81JTlhM15RfArum6JbxsQMDNNzop+DTFmKqeoNo8xu8f9cccugqHlPnMDCBtVzyXbEwavuO6mW/irj3ycZn8frQOXnTjGZRdfRllNSAiiNMYpkgfJGS0ZEqS+QadET6KNEe8jOSmMsrhC0/s1OXsUGS0FSpcjCdUU5MGzPjxgSB2TjQnHt+dkFLH15BgJORGGwGQ6wZQVp3YXLJcLNiYVzlhCzpTGYTQoE0k5j6wWl/ER/DIjRjDVGICbpccqjXOGqi4RA6uhZ3HTAqUsxmisJNqcOH24Tz80tKuOfvcALUJnLSc3p8xP1AydwTpHu25oDldYZTGFo96sWDUtReHwoSW0A9N6RtN7ckiUVujCwC37C9ZdYBgifjWQQ6bNazyB5CGrjFgFAipqVNZoC9qO3cjZKIgZv+oIsceTILixKKsjOWeshv/8Z/+J0we7dwtn5vjx4/kRj3jEF7Xp5x73uAdXXXUVP/dzP3eb7kcXcNvQWlPX9W1q6TzwgQ/kiiuuOKcH7XQ65Td/8zf5mZ/5Ga677rq7+lY/L+5yPfe7EkJEckPje5SaY+sJWi1p91qiz8Qc0SqR+45ZjmQjqBQIbc9uqcZVtclQGMIQMc7Rr3ri0KGsECUT2uFIybHH1SXXq2PUW1tc+pUz7v2Vc4yCex5eQVFV7F57I0Y8SmtiElIEjCYpRcJSTEGi4JseUWFkmaRE0jIaZfQBEYWZKqzTKClx5YykYLmO+B5S6JG4xlmYzwvW60R72HOalkRCp0wBWKeoa0fb9BzcuEuOGRUGDg+XJIFqY4adzkgxo6JgjKPzoGqLWJA+kkMc9XpSwjiNLR2I5rD1IELnA6SE0rAaPKnvMcYyUY6cenoMrigpa0cfBlbRo0KksBXVrALxVGoCPuOmBRvHNilWJYvlEqc1RV3R9gEfYaOYQJGIndD20DWB0Hcc+AblBXQi5IBSCskKSYlEJuQMZJwxoMbu4qFLEOJohKIzEDBoSIHYJ5QJRMnku1F+oOu6L3o356c//Wke//jH/70vgn6x8JCHPIQ3v/nNPPnJT/68Wi9/+Zd/ec4pktVqxcte9rLzYkd0XgR3pRValaMTUIgELaRo0aahCQFJwrDcA6OxWaE2Zuitgg1jWYdA20NZbIDdoesPONzr8UHhiorSQBOFdkjYdsFURyZ2k27lya5j3Z5gHRWFFhpXcfxe9yd2Fr84TQo9aD2uEBmpeYPPxEaTw8DgR7s8rRRYIaeEVRqpCnyItOuB3nuMaPo+0kdP30cQYVprKluSAmCEagayaOkOF/R5oHYOW1ZkMaMJhzSQOzZnE1xZQvLkOIxceknEwSNRKF1BM3huuqGhcIqJsbiyoPNxLCyK0PWJEHqaxjP0Ca0CE6voU8d63eI7z7SwCNA1kXXrER8waorNETV4TBPwNrBYNpQKZvMJgqVLmd3DFUqVOFviXCJFw3K9Yhg61grW7cB63TGEgE+Brm+JuQeJqJzBG4wOeMbdRhaFJIdWGqKQZZQViIOHPIwEThlTMK5QKGpWNISs0Elxd2rLOOe4/PLL7/QqzlrLiRMnbtUleXu4ENi/cHRdx8c+9rG7bKX9qU996rz49zgvgjvKMndzCgEbG4yGlbYsXIE+1OSmJ7YLVO0QM0UraFGILplmw3Jvl6XtSbkk9hkfEqscKcqSAWHoeyS3WKNIzmJiRqnMxGWGJOwNirjMnL5hRXPQkIzFuAJbOcrJFFEaiR6VBtrVCt8nICBGiDETfMZW9ZhGUIFCMnndEUJA2xJlK/p1Q/ANzlpiNnhx6KLEBw8hsbGxgXM1YWgZYovVFmMmBFEorZlMpyitR/s8a7CuJgdPCpCjYjorUSaNee0Q0WF0UFLzhDIJqxxDm0hDRFSkXTbkJGO+PyWSLSinFW0YUDGgTUashRX4voWuRQ6FsiiYlA5ypFu1sM7UWxOU04g2zJSjWx2w6g8JXrNoEjFFfIKQPMt14HC1IoSADwNd8PQhk3JBoh1NTlQixEzWmYgixkypNIXSqKhAHMEnTG5BJ7woEglrHdYWo2JmthBG+QFRd19w39vbu5W+yJOe9CT+03/6T3eYjzXGcPLkyXMO7hfwheMv//Iv+ZZv+Ra+4zu+A+BOy+9edNFFPPjBD6aua970pjdx8803fzFu807jvAjuAmy4gsbMMKZEyHhlsSFRpDVtWJMZi4Nr0yFZs7aRhY1MhwErmRB6ahcoKk3XCTIYhmVHUAmdEttbE44fm9AMPdr32Jxo2synz7QkyZhVw3Djjaj+AOUSGEVRViixDF2PISBErEuQBpRSBGXoPYTYE9rR8QgRysJhjMMMkWbRgoG6KpnOSiTBejXQLtcsDw8ITcC6gugzOWaa1UDOHUURqKcly66jb1bMa4stK/wQYD0wmTlmVQ0h066XtP1o3pF9j86eyeYUmyGGjmGV8DFijUY5ja2FLhn8ENhylhSEISkO9w4xMTGbTMfVdDcGIK1BacFIGL0eAzRr2CyFoiqxuiCpgnpWYZ1DdR1WdyQ8TdORgiaQWA09PgTWq55hSHTR0/cBFSyYRMyZhCZJJGaF8plsNcYonBnF0rKyROmICoY+I16TRZFUIkvCpwxYJFZIHl2r+PwpybsFV199Nc94xjO46qqrzhY/Px/atuVDH/rQOV3znve8J1deeSXvf//7z/mcC7g1Njc3ec1rXsPLXvYynv/855/zeZdddhkvfelL+b7v+77bpaHeHTgvgrsSSLVG8oyCSMoFLtTYNHqNKqXJRGzb4c0ar4XaZooUodKkKJhOURclxy+ZoFWki4EbP32aveWAmdQ88B8+kO/8xvtyy6kVb33PNUxypEwDev9mmpWijg12WKAIpDTmrmOMRD8QhwEfRj0NpTJamSPOeInSib73iNEMnWdYdYRlgzNCWRtKXdD2PaIhUtD1kQiYStigQheJYfDkbjFK+nY9i37NXhjI+QxGCfPKEFRFDBlxBSEKskzoPEAayGqgX/b0GabzChHN4EGXgrYFPiQWqzWunpIG4fD0IUqNPrNGOVLWRA/r/SWbdU0niS4KkgJlqZhODV5qYhw1XsrCoZTm5PEpk/kEbEnMmt4n9puBblCgipEKmgfabiDEUTulDwNNDPRBsxoSRicK5xEZRuZQhBgcxmiUDuQ0Fr6HkFGiIQ5UKqONY6kTkjSKgFURlTLEikEFQlQgBp+b0fHpPMHHP/5x1uv1naYfKqV405vexMmTJ/ngBz/Ic57zHHZ3d9Fa87u/+7s84hGP4LrrruPrvu7ruOWWW75Id//3D494xCO49tprWSwWvPzlL79DM+q/jcPDQ57znOewXq/POwmC8yK4i1LkcguTA35oWQU7eo1qT68Tve5RZSBnizM1tZqh65pSRVThmJeOuAx4XbFWWxzbmVEyoFOFXHcDC5nRVPdELronV9zDoD68D2FgqiKmOWRiA9ZlMBmlLaWzOISUofc9OQ6jvvlRm3zKiZQiOrRARnxmaD3lpGJaloTQ4VMmlm5kc3Qd671DjE1U0xJTVPjkSH3GuYLZpKKqDXVhOT1fUewbDvf2aJoFO9ubbJ/YBrE0nRBjxNmRhhmzZ1ILxtRU2uJ9xLhipIIO0PQDg1H0fY8mI4PHRstMKozN9N6zf2pFu+5RBowTks1YldmYVsRsWTcrBI3JEWctW3VNPZ/S+0i/BqMT8+OCV5qDXc9yf01KGZ897RBZrAb6piOnDgx0SdH4RNP0JBG2d04Q1y1Nd4YhJWJQY5DOA1lbQsgERgMSI4bYJdTRLsbo8T3EkVSJKTVFPYW4BhUYfKIfRvnf8wXGGE6fPn1OwV1E+Kf/9J/ypje9iZQS733veynLkuc+97m3CiQ7OzsAbGxsYMx58V/6ywbvete7zv78vOc975zPq+uapmlYLpd3i1b7ueC8mAkhw9AIOQrBwyodQBgoioKyMgw9mFziVaQoKjarij5ntDiU1ETlUNVAjaHsMrWb8NCH3Ifj1Vfxgfd9hHd/4Cau+5slr3xny0U7jrI4wY46RRV6CB1KtaO/qLNYW6KwiAF8NyoPxkRVFhhRDP1ATprpxCE5EEJEZMwLxzQQg+D7kV6VOgh9pDSWYiaEnPBJ47D4PuD7nixCOWRCGzicZERpTlyyzfETc5a7B4RhYLmMuMIwtY6WQDsEnNXU0wqjBckDxhXEpLDO0fUDPQlrNH3wEANlaUfZAAN1XRGzYIaWrYmlWHicgmxmeK9Q1hD0QLOCGCNfeck261VPDomdY1soV6HahNE9QXn6OLr31KUiTQynD1r6EGmbMbA3/YI+DeAdTQddm+j7JYihXU8IIdJ2BSl7UuyRwRLR5Dj6oooKKFeOrBkiomp8LPChIysByeRU0IobLQ71lG5D6G45hU2Bu9us47NxySWXcNlll50N1reHnPOtDJI/s6r87MAeY+R7vud7eOpTn8rb3va227Tcu4C7DpdddhlPfOITefnLX/4lV8g8duwYJ0+ePKcHynkR3FPwrA5vYpoyMxVRLiJFRldT8rojmglBIkpppvMtto5PiT4SlKHamlGWChsc0VvixGE2a47f4xIu29FMTmxxr6+8hvddfQvXf+BDrMvIPU4UzIrRuELU2CUpWaPymPdGC51f0y8OCV1H9J4+JqItUUSSFrxoJFtC1ETfkfqe3i9AQTmpqacbJAyJQxSG0jhi72mbga7ZQ2tNUWlKFSkKS+MDp6+/jsoKZnuLiCG5CQlDs1jgVw1sTHG2wBjDet1w43JJOTFsbk+ZTGtCN0Bao2KPU46sMmWVqOsNFIY+9GhRZIHFqmG9GmsZhXGUVUUfPMoIg08c7vfkAPNppp5XFMUmWTKz7QmiLKZRJOlIKrLuFcEH6loTlWVvcchquSL3HeIjuWfMp6tMvwpEH0A8YbDs7V83ujfFGskC0eBjQAiYZCGBiCIMlpwMmcgQI8m3oBRWOZxVuFnJ/qri5r1EtbNB0zSkkFHJA3d/WsYYw7Of/Wye/OQno5TixIkTPPzhD79V8c5ayz/8h//wVqvBzxYau61A8sEPfvACv/1LiIODA171qlfdLdLH6/X6nJrT4ByCu4j8f8BjgFM55wceHdsGXg9cAVwLPCnnvC+jYeVLgX8CNMBTc853WOFJ0ZP6U+Riijs2oR8yc7PJva/Ypj25zZ99YMl1Zw4pzQQ93aI6doy5ccSs2Di2w7HjjtBH9vcaojG4qqbPmpgNO1ubbP9fDyLVc8r3/hXTOlMWgmRNTAExCjFjQ1COkRx7fIr0w0AaElpAVMTqQFVl1mHMf2INvvckFZhs12iZ0DYNMSWMdiwPe7qwwto4ujbVE8qJIpslqutxhWY+n5OScLi/oPcJbR1KNaR2QesDfVK4omD72IxJWdB2R2bQRpGckEIih56ms0gxNj0RBpR2hKzIRLRYVsuWvg+IAq1Ad5r1qkUkIzIagzdLTxTB2clIOTUWbQNVXSFSUEymiHZkFOTMbObIpiQQOL27QAQODxpWh5nkA+vlaYrsqWxJ0JEUE1lDLhWlMXSDogtpNDGxDkymHyw+O3TpiblHydiARR53QFppqlohaiBhKMuKhCcZofOZvGrp/CHdekXKHhUXSL5tVsqXYm5/Bj/wAz/AC1/4wlulTV7ykpfwohe9iPe85z0AbG9v8453vIO3v/3tPPaxjz3XS1/Alxh3hYbMF4q2bWnb9pzGnsvK/XeAfwu8+rOO/QzwJznnF4vIzxy9/mngSuA+R38eBvzG0d+3jxgxas2hn7C7n8nZsfkVl/HV/9d9mKmB67sF+++5mZQca1MxTDc5duI4m/WEre1tTlxa0TSRa6+9kSgFF11ygg2j6WOiN9BGxYHZQdyMOKwYXKJWhhwCfd9j7QxlHD4MhKEnhBW59wSfKaoSrRUhR2LsKa1mterpDkeDZms1Rk+JQB8VQ++xLhKTp8g9OglBDIu1R6mIJBhCxIeeZeOxheNw/zTdasXGzgZFUVNUE5SAbj1WDIXV6MIS+45hWOHsFCkKdi7aoG87mkXPwfomtDWQNb5ryFlomhYlmZg8XeiZbM7YP30IIbG5UTOZbpKjHmWCrUB0ZFcSVULnGqU8040SawtEKkQVY0OQTuRCkdHE3lDqRM6RdhgQndjadJTFnEILG/NtmqanHzzFZIatKoYg3HLTdTQHh6hgcM4y2J79/YbVeqDzmcFHMhYkkiTgnKcqCkRKkgiII0YLQZN8S2SByomQIbdrlI5kCcQk3E5a5os/t4Fv/uZvZm9vj9/4jd8A4Nu+7du43/3ux2Me8xhe97rXnQ3uMJow/9AP/dC5XPYCPgvb29tcfvnl/Pmf//ndfSvnDe4wuOec/0xErvhbh78b+Kajn/898KeM/wG+G3h1HpOC7xWRTRG5OOd8u/sIEcWxYycpKsvQtSwOHde1iWt7xeXTCZOT96aqPsJARXLgnWNhN6m3T7KYGoqi4LDzdNuX4tvEdKekniQ8muvODJw5DYtPH1CaSKkUpSrRKmOcwSFURiFHfHWJCp0NTmf6OKByRLmCmBLrLqNdQulEUSpyrhGl8SEjRAw9SnUQOtAaW5a4SUFWisXeim7dsjmrmU0qQremXS3oByiLQOEcZaUoVMngI20YcMYwUZC6htU6Yo0jkWhX+yQEH3tmdcHGtGTdJgYvWFcyPeZIvqW2ka7tKKfbHPRrhuRxCMMwsDWdUU4UMRSoMiEmYfuKwRbUVY2eCFEGdKlAOUgKpRwoO5phGFBaY21m7mb4vkMVNVXwVFWB6PuQMjhXk0Oma3q0M7hpRQiae9zjK9Csid4R8kDMgdOnbuSmGz/NarEe5QeSOrJQTOMKXhUcrCJRK5quoe97JGjQAa0VIomUPJkeawVRFnHlqCx5N81tgOc///lsbm4CIxXyPe95D3/wB3/A13zN1/DTP/3T/Mf/+B/Ppl8+/vGPc+bMmTu65AX8LazX6y9Zu/+XC77QnPvJz5rUNwMnj36+FPjsb/j6o2Of8x9ARJ4BPANgOt3mdGfZPnERelLgfcPBIvKej0but5NZthXTYoelb1k1Pbu7A2u/4nSecmKnYl5aWEeuvVmYVZogCi2KT+4N7F47UKwWbPhDWqcRVaBsQglYMx3djKxD0pgikBxRmTEtoTVRRv3xmCIkBcOoWSJq9OlUKJIPxDQw+IzSNVqEqRKU0uztrhFJR8YUFokBXcJMOzZnJWsRVn7cJWjrwGZiF+mGjtCv2Dl+DDWz6MHjg2ZSbCBxYHWwoG3XLGOHLWdIWaJ8RtuMqRVdLClnc6qQueXmfQgFtSjKbSHMp3ip0Ukz35gitiKrTHKRStUYO8EUimwiWTImaqw1ZCDlTAgBFdWoL68V2YCYAlcXbBYFIEQfCMMAIkipICtEFFYsRkeqjQqjN4gBfOhJZOb1Fhddcjl+aEldprIFxozps6wUCThY7rG713HN9Z/mzGqf1bIjE0cPWuWxBLQ2VEZxn0suRja3efv/+FzruS/V3AZ43etex7/9t/8WGAWrnvWsZ/Hnf/7nbG9v82u/9muMGZ+RVtf3PT/6oz96lykM/p+Cvu+/qEYo5xOm0ynf8A3fwEc/+tHbfaD9nQuqOecst7U0uv3zXgG8AuDEsUtzf90pbugrdFVi/IortgS3OKCqJhyXwBnjyL4jnDmkXdxAO1uwd9Mue5deQZCCaW1oztyC2aj52M0Vp5vE+uZdwrW3UEmLyuP2XJGR2IO25ChobVCS6UJL7weURHSRiaEk5ECMnjREQsooYyiNwSZLSD19aEFVmHpKHgJGW1QWfOsZNFQzzXRaMjTrURNlopFUUc4VrqhZHsbRTWmwDOuGPq6p64qmWZJlYFqVeJ/RRUVyhj54JEayKNR8B4kHDMsV/mBB1mDnU8zUMiTNwZmGLC2uKOibjtoYZsfmFBOLqTfIMkVUxlpFaDIpgkwVOWR8tyabUUd/dMgTUmUQSTD0JO8BRVSRuq5JWZFCJJNRyQJ6lJIgE4kQDcRMlkwegBTJOhCVJmuFArRYCltTqApDpBQLTuOcjFRZNVoqqjzQtYbLr7mW/3X1h7i2vYUh9KhkiHEAM0o7POSr78E/+rZHQ7/B//u6q+62uS0i+S1veQv3ute9gDEIdV1HjJHTp0/z6le/+mwzU9d1POtZz/qiGWVfwN8P/PzP/zxXX301b3/722933Bca3G/5zJZURC4GTh0dvwG4/LPGXXZ07HaRU6BZncENkAohl9ucji1FcYbZxLKaTtilhNjg1JJ2eQO+sejlp1juLfhfZ5ZsTCf8g2OBWgWG63pOE6mGfVJ/MytGpcRCy6gjrgqsq8d2fh/p1x7fRwiMjA4COfYoBJQGyVTGjU4byhC1Ap+RuCb4BcMaUKNJhNUaO7EMCKGcUVcO9gtC31NbYeh69vfAFpnVYcfqsCGkllllkSHQnjqkmBtMVVNUM/qUWN90anzwaI0HchoLiDvbm5w8uYlR0HaeW053rPc6VnlJ7IR1OKCuC05cssNktoUuChQRU07J2iBKCH1P3/a4wlHYCi+e2A/EdoDOkvtEjB2RSFFZUjSk4MkMqEHj8aNjlmRyjsTQI2LJKpPt6PGqxBJjwveBHIbRUhBNzkLOmeQzigBjnZqiLtDGokjjw7fQWFtgsYiKzLYNZj5nnRTr9fs4fcuN9OM/AnW1SblZ4o8/gFPlvXCTKWI/13ruSzW3YRT2evaznw2M+uDf+73fS0qJBz/4wbzwhS/kQQ960NkAf3tdqxdwAQBvfOMb+dCHPnSHTVNfaHB/M/B9wIuP/v7Pn3X8WSLyOsZi0+G55CRjjOyfuQ7DAqkFXQ7Iap8Q1txy8yE+t7iVJ6XI7JjG7GcWixbdBeCjbGwGHnqvr+TSY3OGPrA4OEWhBSGSsPihZx1aCqUwbuyu1BEkRpJRSDSYbMk6MRDo+0joG5wzJBG0cVSuxImiGzxN7CisZme6zeAHsrVorejWnkzGuoL1MnB445KirBn6hqFdMJsbprOKxUHHqRvP4EpLWQlNH7H1jK0TFYvdPVrv8dHQhISxgHLEZoWtCiY728RhQFZLmvUKMSeYbJeE0OLKgbJQuHqbrB3baYuyrKgnM4yrRqZLCqiiIGch+VGUzRaCqwyuGF2rkigiitAl0B6hgxQglkQvxCA4mzBFSc6JEEadHVGafKTimHIGFApF8JGcMkZAkke0xhqNjwHfjdZ7VmuSSWMHMAYrmpzyuAOQhIiQM2RjsKVjuyj4B//wwTRS85H3vZ9TN3+Soqxwk228Fj7wNys+lU7xgCsEo+7U4vsundt/G23b8qpXvYr73e9+HBwc8BM/8RNndWY2NjaIMd6tbIwLOP/Rtu05dcOeCxXyPzAWmI6JyPXAzzNO/DeIyNOATwFPOhr+XxmpYn/DSBf75+dysynDykcUh6g9QbsVZjmj2d9lY34DtR4woafTGWY7bFYzen0KrRc4l6hmiq3Lt9ne2ub6j/wNq8UZOgzOOiaFwrmC9bqlWfW4SlHqAowipUiIEVFCQsgknLNgHEE5sobQJ+LC0wxLQumIyaPzSDHsoqJL0J5ejrotWWOUQEyomAjrMzA4ijpTzRzNeo0rClCOw8Ut1DhOXrJBkWq6VccZP3q4rg47uvUekHA2c3x7i+MXnUQZoQ+JlOD4iW1Wq57lmV1CX+OKCccuvQQpS8gVyYMxCdGjAXWOo6SvLadkzShYlkBrh90scM6RYibGgC2K0YxEWvTEkNg8MifJ5OSJYSAKJBRaGZQSYopkNRpq5KwI0UMeA7rvehCFm9RoYZQZyJHoe3zvwQu6AGUYLRElUQh4BUgcNfOjRwQURw9nq9k6UXHJg76WJm9Tffi97B2eYaGEiVOo9SlO//m7OOSrUPL50xxfirn9+TAMA3/xF3/BX/zFX9zq+OMe9zjuda978XM/93Nf6KXPGzzqUY+6w7TBBZwbvvVbv5U/+ZM/Ofv6M4ygO/qOz4Ut83/f1md+nrEZ+Jd3dM2/DZGEko6SOdVcmGwLpYJmccBy3TKYAkmR7CKL/ZJ6rrjnPecUSXO8mjHZmjDcPHDtTXuEPjCpDWkYkKwIuYQcSCphK0NdKcrKIaYg+Y7ct/jBjzlhlUc/Uz+uvlMKwICZJMraEJMlxIhBoW1FjDAsG5CeajbDmsloX5ci2mQ2d3YoKst0bohiKM+saM4sSJLZ2tA0/S6nrluyMd1Bo1gtDhhi4pKLjxH6SBwG1ssF/dBTl9uYac2wCqiUUVtTpnXEVS3aGWw9p9yY4gMMy47YNlBosjIIAtlia43SaiyCpkwwINogZjSqTl3A+4FcRQgKYkBVDmUMKSUEhXIKmzQ5DcQhIIUBFDmrUaBLjattlUGyIsUEMYIKZDEo48gxnb0eWUZZ3+xRyiBlQcqBQDvaCyqBnJEU0U6jTUJ0IlkzdqaSyDuXsXWvh7D+m7/A79/IwTAwUZpufTNXf9SwaD+/oNOXYm7fGbzmNa/hiU98IidPnvyy14f57u/+bvb392+zuUpE+MEf/EF+//d//wI76A5wW1ryBwcHHDt27DbPOy86VJXWnNiY4+IG5XROvTkhuoLJCc9kuWCxbDFKMTXClhO26syx4zOmZs60GNke6/VpVn0H4nHOkE2kNODbhiFFujhQVyXRGNCGrDRZjakby4AYxVqPvg+FUtQbJWFoCeJwzqKtZtVENJbSWHRZ0w+BQgcGrYli0cqQyCCRPgnrJjLREd250XBER6bzTEYzqXbY21N0iwXZDnijqcqCCoUuLeXmFrEXgqpYHBwgt+yzGRNlPQNb0YnGVJrNzR2SzsSQSeQx/50CoiJSOrJoVJSjbdxY4LTaoLMlhUyKEZUghkAc+iPxrogkTfaJZCJZZyQnYkooEawpIVoQIYlBadBE0IyplJwxKJRWZEkYZ4mpR3IgZ4MASsxoHJI1IUVyTHgf6dsBBDJCVVisteTEmHvPmhyEFASMkHKm8Z5mlVGTHdTJi5ns30KzWDLokhQ9p26+lna9vrun+K1Q1zXPe97zeMlLXnIruYAY411msXZ344d/+Idv9/2cM29605twzn2J7ujLF7f1oP/ABz5AXde3ed55EdxJoNyMRmrW1rLsoQsRU1ZMXMV8ckBpBk7ONrh0+xjzeYEzYRS6CpEQW4LKiBnAD+QOQs4jx5nM4BXBZ3rdMZ1OsFoRY0CsRYWSYeiBjMSEpICyepT69T0pD+hYYq1C5wCF4DbGHIL0iSCgk6C8oEqDLoShCRgJ1BakaemGNaI01aQmTTaIIWGcQq0Sm5dOmU5ntN1AWQldyhzuezY3ArZwzLfnbG5PsOUUO59jihKJ0DcDpETSkHIi+vGPKIUtDWJqBE0SjXWajCflgOgCZNRxT0OHoEhKEckESais0MmRJZHwhKixJFCM5tViMKWFaI7SJJmkRsdswRMjJJ8wRiNGyAmUtkhWRw+egSxCVhoxilIKJCZi6FEx4Nee6AUocXWkcA5TFaMTVlYoJZA1KSWGXtG3moYB8Ynp9CK66Ry/Oo3kAHh06EnD3W+c8Nlomob/5//5f847idgvNc4X3fMvF4x1p1vn2pumuc3x50Vwjymx3A94WRDUHkVVgVi815jZjO2dmku3Nzk5nzCrLcomisJitSWmTN8P+JzQ1pKyMPgBFSK+7+mtkGPGYrCAToroE1lnwEDSKFXQxx4fI4ZRo9y4ipQavM/k6JlvbTAkxdD1DEMm5iWSM6U2KGeY7Ryji5lmeUiOYIua6fZ0bKrpW/AeV5RIoek6z+JwhZhM0yasgeQVyyFRbpRsbpcUdoayhnIuJCXkADKAKRRiBbQi50hoG0LKIBDTuCtwzqKMELNHch63IyqAFlQMR+JcPSYGUhBydihtUSZBbIkhIma8BlmQoFCGozTI0bHMKF/gPQoFShAtKDXuXMiZjEGMghhHEyjGIqlIRpkMoshaYauCAkvyA77viZLxIdA2ghAoGFftyip0oVAm0WfN8iBzeKpjdXqN7tfMJyUb25eiXaKNnvKwITRL1N0vLfM5+ELMky/g/1w8+MEP5pnPfCY//dM/fc4WfudFcM8C7eqAUhK2CMRk0VIzcRNOzAq2t2uqusRpkBwJKRGTQ+XRgFro0e2Aj6NyodKjK1DWBo1Q1pHUTnFOIyhiaPDaoT0oUYgrkCGgQ0JJZtk1dDmREYq6Jg+RZt2TokKLxq8aUo44V+GmJVHB4nCg7Zak0GGUQpSGnBi6hFUjE8dnIazHguSscmzMN/A+4dfCpLaEbLCVQ2mHKDNSF61GcsLTEsMw8sRLhyqE4CMpJEQUohRt0xJiIpUlRVURhkBOPdFkjNOoQQixR6kEOSF2fEDkGEZ9d5GR5qlAO40RNwbjDDmksSgro9ywsposmth58APiNNmM+XsrCgFEQZJEkjG3rvVRYTOPRWwxQgIsDq0EygJbFSBjGqbvM0O/ohpGR6uirjCFI8uADwX7Z1rag13qwbPqA+3MEcopezdbFutDNmyB6MDdaMR0ARfwd8YVV1zBH/zBH3Dttdd+Tg+E1vo2zzsvgrukjFhPSIKkiMqBzY0JG8c2ufiyk5zc0kxtYmILjJ9S6ExhLWFILJeBldNU0yl5dUC7jpR1RLuC4CNKa1Cj/rqyJaowpBAxWHIWPBFVKkrt6AEVPZISNkXEOOqqJvpRg0ZUotqZMTQ9vvGIdsScaVftkdLhgC0MxpYkIuQenQJKhDxGOnQ2KKWxolG1pSwNqTdYFVguB9LQEIcOU2T0zGELgx8S4hP4gISIESEZi889WjLGBGI2KMXIUe8VyhW4QpO9R3JEhpF1EkqDLfwYXHNGdMYaQXQmB4/EjEoJE8YcekiJTEYEhARp5LRrY0DbkRUTwtgkFoWRgmPQxiDKQDzyRXWCNSPTJyYhSRpz73p8MGkREEGbAjF6bFzqAsFnui6is0c7S+wLUoSu9SzP7JGWe1S2wjeJMmWc0vi9fcLygL1S2KmF6exO8dwv4ALOK8znc77iK76Cd77znezv7589fskllzCfz2/zvPMjuAMikYRhoktOHNvg8ntexCUXXcy82qa0kcoG/DCgY6SUhEhPl4RTBx2HCrYmJWGIpBRwVtBGc8veQNd2ONUhIgze0fsNJuWMyo0pDGMLlAZEk52DOEC7posB30V8C6awiDVgIutmjfiMaLCFIqaEE6C0mHqC6BKUJcc1RjIU5sgJKI3cb6UBTdMH2G9ILpKToXKanCArNZIyc0STUURiGEjeY0SNAdWDX/f4PmIqhTKZNCSsNcRcgmjQClc6klYjKyh7UBEJHVg7slS6QBwC1Aml3ZiG0QrIIIkwBFLOaC1H6pljSkYrGVvmBVShEFMAFtGWHPxoWJ1BA6IMWQFHjZ4pxVGAVxREgPH6R6QYFIIcyfwa59DajQwcieSUCG0gIBwuPfv7Lct1JE0iYno26g363qBzJA2JGQd85b0fyFvVheB+AV+++OhHP8pznvMcLr/88lsdf+UrX8nP/uzP3uZ550VwzwJO11y8M+UeF0+5xz0v4cT2MerJBBHLet2QvYKhQ8j0PhHWljMrxW5qMJXBzWakQ8GU4DshBYVKPaXqMCVk0eQu0PsVZnNkcqQs1GVJ9hYoKYpEUorBJ7RVKA0mKyRlYq/I0eBKjTYZ7wc8EV0WTKqCnA0xKYYhkn1CYQjA4AWsYKXH5TG14dOA1RBltPHzoUdCgdFCGgLZB5IW2sZR+gTej/lso9HJ45cNsQljN2xdjmYhIeBjT9u2Y3NSDMRQMWZZNIUtGGPsmL/PMq7AUwqkVcAwSjGIGa8VBo8YhTUaFBAzYzQfNWLG9FfGWA1WgR+H4QwxenKIo6dsyiCC0go/eGIIY9HXOCQzWveFnjSGdZTRiDLELEhOGGXILo6PuZBZJ09IsF4GUghI8hRxClrRacOqGwg5YYxHjGOl6pGOeQEX8GWKYRh40YtexP3ud79bHX/DG95wu+edF8HdOXjoV1/EPU9cwuaxKdEKGQ0pomiJ64aQNJPaYjF0XUMbRindQpekNhMr8BqK2RQZBjIw2ZqNBg9GEFXSHvT0/UB7sMB2A7PSkbo1Q3AU9ZzKGkiC0iURQ7aMAVUJ2UdizGTUqEseYegjRcokawhJiEQCHW27Jrae2AdijGhXs7FR4eYW2g7lI3ZzC12URD8QhnTkT9ogtGQtKFeSsxB6j8FjncWYccWtVMLafNRJOlJJ0QlRGcSTUku77iDVuLLCFRVaF5AhKU8KYx5aMmTU2MiVEtoK0Waiz4QQMdohSaGzIoTuaEPgyAlSGlfTYsaUTQqenALaGpRV5ASxjwgZZcc8YUyJhOCUQcuoPCMyrvJjykDCHHHlIwlCGN2jMqO2TMqjIFlSaJXZnGkGX0O1ydr3ozb+3h5hOKSSFfN6SvYtRi4E9wv48kaM8XPcl+7Ijem8CO7TesID7ntfJnYOGppuTde2GNszqcCkniGADyVRIsnN6FOmB0ie0HYcSiYbQ107sigms5Lles2qDQzrNWU1I+tMoqVZdqi2RG3MaYCh73HdIfOwg3UDPmT80EOAwUypJhWJQNu0qJCpNkp8iIRVh3Ke5EqWzaiiGNOSrlkgCVJMpOAhDXQmoU2JyRFxFrEFKUCOBmNGPXWlZqTphBgF5yzWlAz9gISRhy4ZxFr0ZIq4cYVvkkahwUIu63FFPimwylIIiNOgx0YhrQBJKDMqVoJGi4HgiUoIR6t8sYI1IzMmxHGHkRgbkxQj5z1FD0S06LGAjRBjIkjAmaN0kE6olBA1NkmNnaKjTAGMKRhtHWhFigZSQmlBaVCSyaIhK1Iai72QyWS0ytSF4aKdGqsh144DPefUbkvbnkKlJeVM2LrHpYTpSaLcdtHpi42tra1b5Ukv4ALuKjz60Y/mda973W2+f14Ed2ssOViWvUdLQnLGyEAfMqvdTDd4UJ7oMkpN0ErT9QPLRUtKA5OZweqIZEHHnmXbgoLkB0qdqXRNfyQzMNuYYI0w+IhvD7HWoiTRNkvoFVaP6QihJ8aOIe4zLBXGGUQX9KuOnEoGn8mDx01KisJQ2IF135PUwHx7TlkeIw6BFBqMymhXoIsSkwWJMnLQY0/IHqVGtUorFmUNTllModHagCuIg0H6NUIi24wYNTb0JBk7QzHoQuOURkxGU6EwiERGlqJD5YRIQMoKpRiZK8qg4hisUepsx2hWajTJSHkUWiOis0JEH3HUR3OOnDJy5DSWUiIBKiei92Oqxgg5KFLIiEpjJ7JWR7RNQURjtRpTO86NdM8MqDTuCtJYWE1AknzkHDVKMjsRNmcVWQltUdLqmv7GM8TlLSgi+0PNmZsjTNY03d1HO7wQ2C/gi4Vf+IVfuN33z4vgnhO0yyP3oxTQzlLoQIiRxUGL1gU7OxW2HB2BumbUT9d6wJiMlJrCTintFGs0QQmd78nJUxeGwk5hGFi1LbYsmWzXhNAAgW7wDL2wPtwnpgOKEsRVTOsps+kEoxWrtiVbMCpjdcKmFTFEQtasB0VaLynrEseMzndkLNrWaCMYKaiKArQhpoj4eNaAIvieoVuB0qhs6GJH1IGiqplMp4gDjUa5AlVr8uAJIYFkRClgTPtI1milKaxFpUAOHq0EXVRnGSnKgDIFqJKcI0oUxjqUlvGhEUCyJuWjTldREEeRsJTH9EmKeRQcCxkRwQhoFHGI+OAxhUbJ2OabhwRaIVqTBo/EhEZIMrKjYHxIiQjGGBSOlPMoDjbuExCjx/vLiZSO0jOocfchCqUsKEOtAT9w7ep6KgUy3SEGzY2nb6I82CX3t93o8cXGxsbGOfOSL+AC7kqcF8F9GDx7y31UWuIkI1IjUlFPNNvHj2FUQV1PyVoRKViHniyRjcqS2shqmUh+jewocjXHZIcmM6RM22WU9qMuSoK2XWInU3IqEZ1QusPanu3NAh0CpizwInTDEqVmTI/N6QfwXSbazGR7TlGVSDOmafphhQo9qk8oXeF0wniPzR5cgRONVZoYEionsiS0GYvI2LGVfvCJED1NuwY8KUbIkKvxwecKjRJDHCCHHlRGASFFYg5oBKVrIKGVHm3yrEGsRpMxWmELjVgz7hiyQgkUTqONOgrYMnaRprGXIBPG+8uQJSOi8QHaPhGBnDVJx7HhKI8syFF88YjSqASjx05SbTTJRzJgrB7ZMRqUgFL5KGiPWwAlI/9dIUc/j4Xv4NMouZwZdyBKULqgRKOM5/IyY/6B5vCir+Ewzvkf7/kIQ9/QxV0k3X0yutvb28zn8wsuQRfwJcd5EdxTTOwvFxg3sD2rmezsoHfugbvkMrZPHGeSBk5f83HyakHbrznsI9ErKilpmkOW6wZipnMF07jAJUErjTMTlGRMYfEhU1eKrA7JusW6GboosZSUoT9avSaUdSCK9nABMdP2Hc4qptMCao1qMyEO6MIyq45RDTNCtyImhy40hbNYPX6taTkKlvUukBnQeuzKRBuMFvTMIaqAZaAPkeQ7UIG+FWLnCbbDaIPMC3KsiP3IVDRjnoKMJsWBHAPkgGRB+Ey3asTk0czbaDkyxACtMglB6wJtRs49SqHsEe89c5R+MaO+TAKkBxTGZyRHSD0xprEgKwEtGq01ijzq0GiN1nYMzioRj4w8Yg6ICmilERm7WhMweD+uxpPBGYvSAno0Mc/qiH5p4pHgmIJcktNYRDYqkVKmqDT3esD9uSlUnPrLm3jsP7Zct/pK3v6nHxpX+3cTrrnmmr/zNXZ2dtjd3b0L7uYC/j6gKApe9rKX8cu//Mv8zd/8zW2OOy+Ce0yRPkXS5BjlPe9NtXMpn15UpE+XhDOBmRwwdANFhJwH+r092jWk7W367BHpUEZYHZzC5RJVF6x7hR8UJkFUM9ouYVDU5TYWTeN7JlNHqR2xXY80PQJaCUVZkfww5oTdhG7d4n1CVgmVBtpBaMOALSHGBLGkdgU6Kvqup40tJndYV6G3KlJYo0JgIBNyRLQgKlOYgtAKPsCqaVgv1qB7tItYWqL1FPUUExWpjyjlsJMSa0YjbjSobJCskJCQKOQhEvthbBISS12XiIVkBFImJMhao5NFvEEbGeWKjUJ9Vl5blEaSIkdIEUgZQ8KlDGKOisWZnDJZR5IWQI2aMlqNRihRyCKIYWxkihoVFSRG+QRlxh0MGaNHi0CxCXGWkRU/cunJmZxHqqQWBTETELJkvIy/V+xajBRcMVNc+sjL+Ki/nL/+b2eYTQ9x9u6f5o9+9KP5H//jf5yzc/1n4yEPeQj//b//d1K6wPq5gFF07ZOf/OTYWCm33X599896AIS91tIsppy+acaJdsIJ3XCxOsPECzl3qBjQVtH2mVXrcWWNVIJZg1Q1pnIcKwpiGFitVqz6AWsq+qal9YeUkwqUZnUITRhdg0QC862dsamGjPQDfh1QM+hiR7PsWOgFfdtSW0tpNdo6doeB1e4SpxziHFvzk2QjJMm060P6fkVZTAkSUSHA0FBozeBh/2BBigGjMyUFOUXaOHBwsMCverILFDONmUxIKtCFDnpFEWA6cVin0QZ0EIw1GKMxRpGSJzYwrJcMqcG4GsuYYkohE72QB/C5Q5SFJBhtsA7ctMJWFmuFQo+Mc/JYABXSWHAVhbZQkNGiCEM+ypIYUlb4kMlKofWYyiFlUsxjzt8aKBQ6REwQjNIjEyek8UEnYBlTREqPD4IYGP1XtaA5msBKkXRA67G71cdRO997R1IDFAMLKt725x3vfPcZNk5/ivteMuG927fdxfelwoc//GEe/ehH85//83++w7EPfvCDz2p2Axd00S/gVvDec9VVV/Ha176Wn/mZn7nNcedFcNdGE0KL3ztNaHqKE2uOX1IxKTJKZULf4ocBpQw37za0ydJ1Hr9asT2rWK3jqGioBbLBWEeVI0YiUlvqaoNUKnIaSDlhq3H127drlhGsVWNHqFZkP8oEt92K1WKNE8N0Y0Y53RgLjklRlS3qGNCOTJvCBiYTS4jhiPYX8aw5PFyy6AK1ssxn2zS+48z+LqHz1JXCDNC2K9rQI6JR2RK6SLAN9kj8S5IiHmZ8kVHRoCVSVAZRGuvGxiIR8INnSIE2tiAB68Zu11WbWPeBdbsiDAFiAGUw1lIV5fhddRFTJFyhqUpF6ThyRMqoFFE5gSRyDoQQiDGNBW0MWTIoQaV81ImrIGe8j+SQ0Xpk/eijDtexCVaP+vFjQn/k8OviqLs1EtXIAhpZPONYYexiHcP8KOcgkhhSxLcNSSXElvgwoD51A/PTH0e3Ayt9MT13n6zsiRMnOHXqFDfddNMdBnatNU972tO49tprOXbsGLu7u5RliVKK9XkmW/z5cPz4cU6fPv05x6uqQmt9wWHqLkLO+ayZ+nmvLeMzpGzYcYqvOG65x3GhVGNTSh8z3Wqg0ApFIoZAVoGD1YJ1LBiGKX27ojCK6cXHmNVb5JARLcymNc4aTLVB0weiX9KnTJtKvO9wOaJTjzIlQxjIyqJcxRB7ck5UdYkEjciEdafIMVNoYTLfwRUDaz9QGM9kY47dmNAtl6QEfRs5aFv2V2coVclGMaVfZbo40Kz3iCEydCX0DcvVIeu+Z759EcZqQt+h1ZJSV5TzGdoKWQurrod+FwZH3pxjigKlE1ozKj9GT8iJjjxSQn1kOGzZbyN7q4H1usUowVnBKkfpLMFFtIoMbcaVHa4uaYsCV2oKC1YiVgKFSUhMhKEbJR7QJMKo/a7HrlXFyGNPSY6qxRGlRr46JCRrjNbj/aJHa76jBblBjSyaPJpg55RHZpHWR2OO+O95XKmTM+qoo9XliOpbsrLEJlPPPPe7dMrpaxQ3dD033rxP29x90rpdd+5ywydPnuTxj388T37yk3nEIx7Ber3mr//6rymKgo9//OO3GisySkCcT6mar/mar+Ftb3vb5xw/fvw4VVXxsY997G64q7+/eMITnsBsNrvN98+L4B5D5KITUy4/eZyTW1tUyqFST9cG2lWPbxp6K7QDFEaoLKiZwQ+R3dOnqCohq5rD9hCrK2KAVRfZbfYoiorZ3KFRyNCxOlzQtpmLj0+ZzWuyLohYCmdJQ0/IPU1oCUeFxtVixbLpmGxOmNQlh+vIXiujNnoUktKcOn0ABwf4ocP7FnGW4WCgW3c0KdKbgQOzi6iKfmgJQ4uEFT5Cs+7p+46BXZRb40QxKwwhdPShYVJVCJYQMqvcItmTtaJMgcIIKQXERwKJvkuslktSCLRmYDW03Lwc2GsbtMpMC0ddFRQ547uB3nqcioSuZ75VIjYz5EwfhU6DSh6nE6WG7Buk7yEIyljEZLqUxiqtUmQ0SltiHABBKYU6ojqO4kGM7B2lSSmPHalm1J/JOaKwaGPJKRJCIJFGM5WcjuoAYyBLaUwb5Tz2QzhrmcxKWu9JDNjkOLY54eRmwf6ZJcv2kOzvfJ77rsJisTincceOHeO3f/u36fueb/7mb+b9738/+/v7LJdLvv7rv54HPvCBt3Lkuf/974+I3GGX4pcSny+ww2gQfgF3PXLOtzu/zovgbrVwv8su5cTWBlY0pB6DR0KP9i29aVn5nlOtRqop09kWVZ6x2D9E50hV1USEGKFHWHSBW07dQtuscXnCVrXPdENwU0NOMK1KJvUmiGG56skBnLbkmMk5Y0xFTjV9aBh6T8qeWkoiCj/sElcRhcJNKw73O1K4GVs4aim59PgmomBYrDlINUO/ZK9b4EwFaTTeZhhQPtG7yBAGBh/w6zUmJqQqabuINUvKoiAVipw92gNaaNqIpG4sZBbFSD8cBrq+YdX4sfgbhX2B/d6zvz+wDIeYAoKdcLhY4bLBqYKtzQmzyqHoWO62FCFiy0RnDZ5RJXIimVoCuTvA9O3YVeoc1gqRMYBra4kiYxeqGrVkxFqwliyCyRoVIQVDMkc5dqVAZYwaG5VEHSlPGoNiZOKQFTnEsbNJRtnhsSIsZOWP9HEUtqrwyuJjQqGY1oZqfpwhXQ/hEHVEszyf8fznP58rr7wSgO/6ru/iR3/0R/lv/+2/8ZznPIdv+qZv4vrrr+cZz3gGV199NQB/9Vd/9TnXuPLKK/nkJz95p1bID33oQzHG8N73vpf5fM7FF19MjJFPfvKT59Wu4ALuPM6L4F5XJV9x8QmcUoS2I9GjDASrcRuWg3XDNacblr5k+5hFlg3EnsnGlEl9EX3XslwuWO8GVnun8THgJFGXmkimcAPzyRS7NadYw3CmZf+601THajyJ1V5D9JlqUrOxNccoSE2HX/dIEqzWHJw6Q5x4phszqDWSamL00C7Z2agpZxvYDu517DhDv+R6iRRKoVRkFTNN35HDkm7hMTRkb+m7hJeMz5Eqe0wUUizo14FV7qinAzKsKcVQ2SmJzHrZEjpPZIXWW1ip8WHgoF2yWA+EIeODoUmJgz6ybDpW/YrYJg7yQMgRlRQbqqQZOiYbgYnqsRHKwxW2npBcQas0KMNGoalCR7FqsWGJEg8krGSUHl2STFmCMqSU0RqSEmxdYqzF2tFjVetIipFsDUaPnaySAUmj9r5okqQj7Rw1NjHF8QGTsh8NSlIih0xk7HrN5NEPNgRSOGqM0mH8XGPxPpFTRt0Oo+B8wWtf+1qe9KQn8Su/8iuklHj605/OS17yEkSEV7ziFbz61a/mXve6F1dffTVFUXCf+9yHnZ0dHvWoR/Grv/qrHBwc8Na3vpVHPvKRfOITnyCEkdsvIqP5eUq3cn4SEabTKZdeeinr9Zq6rnnlK1/JE57wBIZh4Ld+67f4pV/6pc/h52ut+c7v/E7+63/9rwBnP+fOQh/1QPxtZ6ELuOtwXgR3a0ZHpJGirYhB06aeVejZawY++ukln7jmDJItXdtRlQNloSgpGHIidlB4R/IrmnYPN3GcuPweOK1IYcBNa3bmO0g2HPoFQ92DifhZBZ3Hug7Pmi4l0jqPq9MUMdkz25wzdEuWu6eZlHOMmSHWkLPl4HSDFDOOX3EZXTsQujUHuwtWu6fJy46LNmp6BHfQs3ewZG+1JviAjwkfO0KGxDAKbyVN58GkATPNhLRm3S4RHci6wNkpPiRWcY1KGZ02qcigWvow4HtPaBp6H+mY0mdD8JpuiASfCF2mY59+GJUhV7LkVLtPsXuaUgtuMGxMTmOdRdycXM2RepN2VrJNwHaZKguEhjj0SICi0tQThysNoixJBH3koxqWNaayDFZjXYl2FuMc2RuCUqPOTJYx9eIVmuGo0FugtT7rIBVTJOcBNWRiSIQQkaxAFElBCopmHWl7j52Vo3pkVPTdmsXhkqDCKKdwnuN973sf97///Tl9+jT3vve9efrTn36W5vbt3/7t/Omf/ilvectbeMxjHsNv/uZvUtc1Xdfxr/7Vvzq7NY8x8o53vIOnPvWpvPe97+WjH/0oT3ziE3nZy17G1Vdfzfd93/dx6tQpYMzvv+ENb+Daa6/le7/3e3nRi17EE57wBESEoij4zu/8Tt71rnfdytPVWsvTn/50PvzhD/PGN76RYRh4+tOf/gV14H7Lt3wLIsJb3/rWu+Db+z8XW1tbt/neHQZ3Efn/gMcAp3LODzw69lzgXwCfKY3/65zzfz16718BT2NU6/7/5Zz/2x19Rk6JdbOPLwxDF1judxx2a071Kz59Q8Op6/YZuhXFRDN0gY2NOa6Y0Hc9KWd679EW6q0auy5Q1pJzQdN62qaljJqSNVopsklQO5p+yd7116EaS5k9dgI59ezvLpEsHNvaYjrfwKtI4zMxOU6fPqDtA9vbm4QIh3unME647oYCFQd0l7j6uusJ3YpiPuXYJSfYX61oh13YPyStB7IeU0dpGAMXKmKdIYVElAiFJydh6GG1OGToWio3ww+j4LkfeoyF3rcsF5pOJ5p2n7bv6H3PEBJR+VHLRWn61DPgSVhCgOgjfR411XMLeX+FU5pZdjRVxBYVykXsNFNuOiyJooiUitGuj0CIAyoAAUwfSH4s7hnnCOQxjdL06MZSVCVRt5hCEwuHsY6ULCF9ZtU9YMkYZ7FVhZrOseUUUMTYEWIgpn5UixwSse+IKSHOIMYQoqJdD7TeYyYFOWvaLnDz7j77+6dZx57Wf/60zJdibp8rvPecPn2anZ0dvud7vodPfvKTbG9v82d/9mccO3aM3/u93+P3fu/3eNjDHsZiseDw8JB//+///ag6erQK/gxe//rX89SnPpWbbrqJpmk4efIkVVXdytrv5ptv5gd/8Ad5whOeAIza4AcHB/zAD/wAIsITn/hEtra2ePjDH8673/1uYNQPev/738997nMfvuu7vguAF7zgBfzFX/zFnf593/a2t3Hve9/7nMZaa5nP5+zu7uKcYzqdsre3d6c/8+8jbk+76FxW7r8D/Fvg1X/r+Etyzr/y2QdE5AHAPwO+CrgEeLuI3DfnfLtJz5gi69CxvxhYLT2nD1v21ituPH2a9Z5H/EBReFxpmUwKjNuEVNOsWvzqgBAHXOlYrzNqrRAVObj5OhRCmzvq1YKh3Wd7ewtnJ6Q+s3fLkht2b6ZQBdvzCdNyE99F1suWja0Z5dRQTSoWTUNZVcy3NlgcHnD6ugPagz3EgI+BvoF22XDi0h3qsmAR11x2j+MEVXHTzR0hZfwwMAwNKCEjI2XTeKKPQGYIHjGGwgrr6InNyCrpY49SA6X0rOs1VmlMoaitpe0WtOslVoQcB7yPBCIxD2QKsvGYVFAVo9cpJuFFQ0ish54QQA2K7IXkGqKxNH0NqgOEaW9w3ZRUKjoTKOwoSRDigM8BZRSOxCAKnwySM5ZITqN6o0igDIroW4JR+F4wVlO6mt5nWp8IOeJyxyxl7FaFs5uoaMnRkBDi0OFDT4oBgpD6zDB0xBSQQSOlY+gjXdOTjUUZg9KG5Wpgb3cX5Vvo1/iuv9vm9p3FFVdcwSMf+Uje/OY38wu/8Au8613v4jGPeQx/8Ad/wO/8zu/wkIc8hD/7sz8jxvFjH/7wh7O1tcWZM2dIKfHVX/3VNE3Db/zGbwDwsY99jOVyyVVXXcXBwQFXXnkl733ve9nf3+faa6/FOcdP/dRP8Wu/9mv84i/+Iq961au4+OKLz/Lsy7LkMY95DFVV8cd//Mc8//nP5wEPeADPfvaz+fqv//q/U17+83VXftu3fRtXX331rSiVz3rWs7DW8ku/9Evc4x734Lu/+7t5+ctffsGH9g5wh8E95/xnInLFOV7vu4HX5Zx74BoR+RvgHwH/8/ZOCjmz26zxK89Np9dcd2bB/mqN8SsMgVwZKCpU7XBuzmKd0dIR10uW6xWTeY0zkfVqn5meEFSgU4FKF0x0SV0XuNLRDoFmvaBbd2Q/MEuaalaiJyVnlnvEpmfipmSpWPVCcoG27zFKMZlWtO2ahoHF4hClPaqsSZQ4lVgcNLS6pd7a4dJ7fxWf/Osb+dQnP4l2kcYf0oUwNhShMGKIElCuQ6OJAfIQCLnFSEXIkWQCiZ6sFMk4hvUapywWB4UjBTWaW6cMGYo8dpemONDHFnEZW1Zsz+fkNhJDYNCWhSiCga5pxqApDrEZKcYmoiiRlDwpJwSPTj0uGyQLfejGVXouMCbjs0ZFg+SITkDIaKXRJLRR6AQqyah17zMwMGRFjJq4DohOuErjCoMtShBF6D05r8kq03eBlAZC3xE9xCGQBXJWxC6TukDXNvjgKY+fRBclQQz7e/ssT5/G+3aUPMifPy/8pZjbdxYf/OAHeexjH3srTvgf/uEfAnDxxRfz13/919zvfvfj2muv5aEPfShPe9rT+I7v+A5+7dd+jbe+9a0873nP41nPehYAl19+OQ984AO5973vze7uLvP5nEc84hE885nP5NnPfjYvfvGLefzjH8/u7i7vec97eNe73sWpU6fOpm4A+r6n6zq+9mu/lm/8xm/kyiuv5H3vex8veclLPmc3cFdgPp/zuMc9jle84hVnj73jHe/g0Y9+NDDKOZw4cYK3vOUtfO/3fi+33HLLXfr5f5/wd8m5P0tEvhf4APDjOed94FLgvZ815vqjY58DEXkG8AyArY0tbjy14Myq4YYb1izO9Kg8ctudjI02URSTYsLFG1Nu3l+zagJGtQRZYsqSuq7ZnMyJKaIVzKeOpm3YnG9SzWYs14f4xYIiRo5tzKiLLcqqGM22e49uGrbnNWoy42DVsr5hhcaxXjRUpQUdWC7XaCPEZIiSMKFlc3NCWW9ysHfAYbtg+9gJrrvxDDedvpnDw9OEODAwkETRD6MBt5KEJhO0QikZrf1CJkdLRpBqQHJP6AXsDC8GfI9WiZR61skRXUmOQmEUxmSMKUnhKABmwVaWclJTmDkSI6rrCE1PVYFqHN4lZAhE71CFxpkKQ0lQEZ8qdJ6MPqu2Q7mKHAZ830CCwhQo22OzwmIwdnzApKjJRELyZCVko3FKMKLJMSBaSHmkRjptMKWl3JygypJEwPsMMZLTQJRADIk49CNFtfP4IWBcScLRh0gfOnznSa4gmYpDDwc37vOhv/wk1998C/3RTkbu/OL6Lpvb54q6rvmpn/opXvnKV35OEfMFL3gBD3jAAxiGgSuuuAIR4alPfSrPe97z+Mf/+B+zXC75pm/6JubzOY95zGO44oorePGLX8wf//Efc/3113PmzBn+2T/7ZzzrWc/it37rt3jLW97Cer3m13/91/n1X/91mqbhQx/60Ofc033ve19e+tKX8sQnPpG3v/3tPPe5z+UjH/kIL3zhCwG+ICmFO8Ib3/jGW72ez+c85SlP4bWvfS0w1hWUUjzsYQ/jnve8J4985CN56EMfyvOe9zya5u5T//xSYHNzk8c97nG86lWvOqfxX2hw/w3gBYweDC8AfhX4/jtzgZzzK4BXAFxy4pJ803X7XN8esre3QppMUURCFDrZQGOoqshFOzUPut/FXHSw5hOfOk03JJTdILaCm81JPkDeh1pzuFYMITBRmXa1ZnFqn9gtOHnRDie+8iRnTi3YO1zTtitSTpTzGdNjx0geTF6xtz5gtdehfUJ0pk8dVemYzLaYlAVtGwnSkMyUmDRd0+CHwN7eAav1h1k1hwTb0vYD2aajdvyGECOmrIlKobPFeEWfPcl1iAp0xqGcw6mISgGfGiSCTpaQI7nJqBgJrsUaTUGFthW6nEAHYiwqa4yKmNJTTOeIB2MPGQQKoPSeytSITahscUVLVVWocoNFl2l7i6k1bhKonGBp6f2K0EScMgQdIY4drCEGlBrlCUIaE/FCRsdElh6MIpMQ8eRkCbFHTEE2mqQ0Q8zkLhDzADmgbEKSIUmAALHtSYOn+UyuPY/GJb4X2tARTaacHKdjwo0fv4W/+etr+MuP/CXt6oDQd6TYj2Jtd9PcFpFzooN84zd+Iz//8z/PYx/7WF796lfzile84mzwvNe97sWHP/xh3vSmN3HVVVfx4z/+47Rty3Q65c1vfjO//du/zVve8hZe8IIXAHDRRRfxsY99jN3dXXZ3d3nc4x7HVVddxTXXXMPv//7vn+12vemmm273nuq65qabbjrLsnnuc5/Lc5/73DvzVfyd8a3f+q38+I//OAcHB/zv//2/yTnTNA3/4l/8C97//vfzoQ99iEc+8pE85CEPOVsb+GyICFVVAWND2ZczvfOiiy7ij/7oj855/BcU3HPOZ/dCIvJbwB8evbwB+GwX18uOjt0uYkzccmbFmWE03yh1JpPQ2jC0CUvH9oma+564J9FNmZ4scYuBbulIwyn6MHBmscSHNZdetEXTrrn5xusopo6bb3GEYcXq4ABLzcnLCppBuGV3yeHBCu/XlBslUihOLQ9QbWDL1hwgNKmjtoKzCt9EYhspdIfRajSbwLF/qiOFA2obyLMpXVb4biBkITtBioR1gsoK30KThSYIlZRYM4C05CSInZIlYnRLFE2SEokeFTMpRKJyo3dp9nS5xwTQth6FuSZulOZVgrYK0mhaYn2HLTaJbBKVIUhJsnto16PT2P1ZWsN8tsXGsWN4NSEeBHKbmLnIpsuYnEjtIXnoMcqjNKP2u2QGPDGP0g8GhQQhaY82ejTqyIm+a1BKHXn6pVHut0xINoSupfcKlS2lGpBCEF2g1w4lmZQDscuEITHkTMgJCR1DSPjOkExFMdvGVTt0bWJ15gw3f+oaDg9vxLPEyOgWlTl3ut1dPbfPFZ9ZDX/t134tJ06cYGtrixe84AXEGPmBH/gBcs68613v4pd/+ZfPBrFv/uZvJoTwOSvot771rXzwgx88+9o5x3Of+1ze/e5389GPfpSv/dqv/bwyAX8bH/7wh3nmM595XuS2H/WoR/Gyl72MxWLBL/7iL579nUMI/MRP/MTZGsTfxvd///fzi7/4iwD83M/93NlaxJcjPvrRj96p8V9QcBeRi3POn3nsPw74TOvcm4HXisivMRad7gO8/46vmMh2wLcaRYGdREQ0vRfW6pCJnlLMpngpuPnUHsEKy1XgzGFL07TgNX1/iiwWVEPfNyzbli72rJYNpEQfBHLLTbtrFs2n2b35DM2iIYceXdV0ByuWyxadM+bkCWQAE4ViZigqx6LtadYNzmSWcY1TjsJomvVATB1upyDhWTc9qQ9YZclRU0gJypHCMAbgnEihITrB6ky2DucKlMpISqgMetCoQoGK4wo4JXLw9DmhqzBqwgc3SvPiCDkgwwDBUlgz6rz7Q4aVUBiHcRPUdJuBEiRjkhDaAa0EsRPspEaXJTGCM4m5S8yKRJEb9BDJucOaUTQt9yNVVB3pqsfgx+5SrREViCmjtCVpfSRYNvqoapUgjdLKKjpsVohkfBJib/GVx3oLaUCLQutRRTMGNQqTxXhksScEyfjCYqdbuI2TZA2u2+MrNjPrK7Y5bOcMN63AQNR5tBe82+b2HeNJT3oSD3rQg4Cx6/AHf/AH+S//5b+cfX+5XAJjoLr22ms/5/hn8MpXvpL5fM7P//zP34o//hk6Y1VVvOY1r7nNQPi3EWM857FfLLzzne/k4Q9/OJ/+9KeZTqfMZjNuuOEGNjY2CCGwXq/p+9ssmPO0pz2NnZ0dAA4ODrj44ou55ZZbvqxX8OeKc6FC/gfgm4BjInI98PPAN4nI1zBuXa8FfgAg5/wREXkD8FdAAP7lubAJtDFccenFNN11HHpNq0usUxx6D2pgFTvOHOzx6VM3U5sBrzLrReZwdcjQg82JEHp07fEHDU3ToZRi4gw5NvR9wrCBmIHTp6/jTLL0vqPLPaI06/19jBX6ZSIPA37oyVFB39Psw9CNEglFYQlZY1Bo0+OKObqwLFYNh4f7kDR970lpbPBROaJ0SdcbvO/JySJeY21G8gDZYM1kbLLJHlFCXCvSoEiSsTaibMSHI615XYCxZEmkUBJF47MnrBNGK6ZVweZGRQgdi/0l/foM2Qh6egnKbeKmM2qd0crhzShjrF1JRNM2PSn22OCZWIUTj8QBSepIE6bASCSpAClhnULIxKQwukK0IaYOHxOxzdg+kRL4CKiIc5CTJ3uP7XuSsiPjKCWGdcZH0F0JOVG4UZUyaUfMQsyakBRKabR2pGKGmWwikzkp9JRphcgSN7fc+14XY6vANdfU7O42LLoOoz+/cNiXYm6fCz72sY/xkz/5k8BIN3zPe97zecd9vrz4Z+Paa6/lR37kR27z/bZt+df/+l9/4Td6N2Bvb4//+T//J495zGMIIVCWJbu7u9x44418+7d/O//u3/27W41/xCMewZkzZ86uctu2ZbVa8b/+1//iT/7kT/jJn/xJXvCCF5yzLMSXM86FLfN/f57Dr7yd8S8EXnhnbiJloc/1aMIQexb96EykEIoBWhW54ZZdUogcnxrEwLK1DH0mh4CyAZPd/5+9Pw/T7SrL/PHPmvbwTjWcqjOfTGQiCZOJRJHJiI0MCiJCA43M0vhDuyPwawOCMtlf4KJbAk03IIOgCEgYFAEFTGQSIUwBkpDxnCRnqrneYQ9r/P7xJudLSELCkORgc19XrtTZtWvttd9a9ey1n+d+7htvp+YUKUQUOb2yIDMZh+MqoXVkMhFCQz2Z0utSllDSUG1sIozHyB6SxGg4xHrQMaFiZGIrpDFo00ckRS4yMjkVEBt7S6pGOAtKKIo8QxpBsBXSRVIMRMuN2suJMhO44AhB0yTIW49MnqQFrXQImUFqpjsvL8hTQXAV0U9ZOykYsnzqrJTnAiFrnMtQuo/plOhOBx0NjQ1UwxH1xn5k29DpbcMUJX2jKXsdvNEMW0uMEd/UiLZGxpYC0EqTaFE6kuuCzBRIBdEGRIwYoykKg9IdUlQkNCl6lMxuLAwLamuJjqnaphE4JxBoYgj4YGmFR/rp92OI2LEn0wFjBDYKQBOUw7lEShky64AscXqAyGeQKie5lrodotWETp4xthLpFafu2MPxW3Zy/dIml1xziHgby/yuWNt3BN/85jdvJvH7M9wc8/PzeO/55Cc/eaTjtmkaDhw4cLPzHvjAB3LBBRewvr7OYx/7WC6//HJ+8zd/E601bdsymUy4+OKLb9ap++8ZR0WHqveepdV1hDTotqYMFp0SqSjBKoRoqYctV3vB/mXDoCuZK3t0taYi4oKcWrVZSRtBY5DBsLk+QWmFlIk6jlAhAyzOO6KT6NgjKosUnuhAFRqTJVo3IWKReYdUT42ci2KGwmREmW6kH3aompqqtaQo0KYLSpDnCiNgYjUxepSETHlaIXBJEJMFI3HJEdtEmzxlGYGMKAJSBiQJYkKZnJgSUitSAhsdmQfRMZg+KCVIVqPMtDkIJXFCYApDNsjIrMFNKlxziKauoZxBZhkyalQM5GlKkdSpRquIMRKpDHmm6eQZ3TyjyLskkRG8vdH+L5FpNT03M2AFvvaQHEqVOBK1bQlUEFuyG92YdBBoYUAHWuHw3k19VmMixYgRARUapJJT4xSpcaHEeQVGk+U9Ut5F6C4gULammycCgWrYkLKIjy3dqJgfdEhzJTP9jMXZgo98/OjvUP0Zbhurq6tHCokppSNKm9/LjtmxYwcvfvGL2b9/P/v37z/S3PP9O/Tv7bi9s3H/+9+f0047jXe961132TW/F0dFcLfWsf/AOkbnqFLT7WZ0ipJhzKhWJvi2QihF5RqCdRTMIAY5MpPYcUNMoJIjy3PqYDERVBAEZ2nrhJQebzWNS4QUCN4QU0CrBhtXcb5AyS4xJVAZyfcohENKRUDT65YkKfG05HkBwVA7SzuqSSRybUhBEkm4qqH1jhgVQk6ZL3me8NJjJy2OqeMRLkxNqJUm3mhOIZKYuiYRkc4StcZKiVJTLrkOCYNBWoNI4HFkWR/d6dApc4xWpBvz9v1OThrMkAmJd5bGj2iqCl0VSK/wWcLISJYSRabReU5ZdsjzkswYZouSTqdEFQUySXxySCmnu+84VWr0qQVv0Jkg+jBNLcWGkAAfiC6hpSDiSD5MGTDCT9NVMRC9v7HOmkhS49B4J/BSEMmwyhAzgyryKd1RSmRsSXWDySQ6h6wsiLbLuBohVKSX5WitUEWiaRLz/Rm6nfLuXuI/w52MgwcP8shHPvLunsbN8KIXvYiLL774brv+URHckwCdGaRXpN4CeaePE4GJ26TtK2oEZWPoEshzRbcsUUWHWrWk5FGAyDRNsBCmzIyoWlycdoTGXIPOcNYSao8SJcY4QvAQegjEVMxKFwSVQBXEpEE4UqEJKYO2xYeEVBrlA1mpkSajyAq6nS6xDgzHQyabEd840AqhE8iGQhckX1LJlkBAeoUxApckyghUaRCpRUWJFhHbSiwKQUAJgUYjkwYh0cIglMQjkcLQK0tm52YoOh2UB2c9SRryLGPQUWRZhg0R0zistcgo0RiEUshcoY2acs61piglednB6Jyy6JB3OujcAB4dC4wxBCfxTUJ4h0wKcgE6I7aRphriQyQ5S7KeFONNftlE0eLblhj9NOUWQMRAiB5kPs395xk+CBAZURq8kgidEZEkXyFig5rKuWNRZJ0OBTmzvS79e+4mzA/4xlf2sjlsGNQ1woFKJUretqHBz3Db2LJlC4985CN5//vff1QwZn7a8PSnP/1uLUgfFcFdKEXoGFQ0WC1YHztc21LbFZIMSDKiMHRkop+VqMEcvhygRcviVsNkrSYGgYljYmpRcqotbsmJ0qDSaKq4qCJ5TxBrh8imUuRF6lHXm4iYEL5HSB6Ta0IAiScph4s53aIDmccoS1HmiELSTFr6+SxFXuDcBmVRIOihckmWFzS+xrkJjZsGsbLXQSiBDAGhajQDREp432KjR6YchALh8S6iXSK4FoG+URbXkTAI2UHmGUWZsWXLLL1+SULTiHZqduEiTghEllMUGRkSZSo6waNEQmiDUNOuUKMMJk4plnkOWmqkMlMfU5OB0hiVgxLEkAgVRBemVnwiI0WJ0lNzDS/ANhZvw5QlkzzWB5yA5D0qJGIAnzKk0NMdf/QkmSO6HaIyuCYQkyAQCCkhgyeLkdBOOfNFJ0NKQwSET4iQCMmw2Ra0cStVVzPcOMDyeBnhG/odNTUN/ymDMYbFxcVb5JXvbBxzzDFH9NcXFxd51rOexYc//OGfBfc7iBNPPJEnP/nJPPrRj+bcc8+9Ve79TxJZdtsuY0dFcEdqJm2icTUygY9jlBhTmAnaS5yQ1KZEywLdl4yA6DLKTg8z36Wt9iLrTXKZEZ0CofAkohE0AjrRQHJInRMlSDG1gyv0DEZKbGwQQiK0R4iEkglTKKLPsLZBm4CQjjIrWdwyQ97rs9JU1MOWcTWhCRU6bBIpiSqnyBXlICfVjiZAVbcUWUbXaIyQhMYhhSckSeMszkaQJYIubbAIAikFnDUIoUE5pAE5tbBACkEpC7bMzrL7uO0IAesrw2k+X0p8VBAUSiWUUBAVmclQuSHTCpEbkIYyK6eUTZhyQ9oGwY1UR1kgZI5IghQlhIBvA671OOsQRFKcCn+Bp3UtbeumXHydEXQkWDtNNWU5sixRPuKthaAhKaKZ2vWFqMEpgo3UjZty9zM9ze0LSS/PyZJiuDGknozp9EqUMNMHSrDkqkta3iA1irmyw7VhB5t1xt4rv0UZDjKq7j6zjh8VWmt27Nhxlwb3X/iFX+Btb3sbz3nOc46oSj70oQ+9y67/7wFnnnkm/+2//Te+9a1v3WkmJY961KP4zGc+Q9M0PwXBPUKuSrydTDselaGQJbGco1of4poan2myhR7d+S6jzRY7GrF/ZLAH19jNmJmOJUqNrhUjN0EqT6EcHdEhkSHzqcvSpAqUpiRXCi0KUIKUZ2gp6EqDl4qxa9AxEWxExhwSeAKJjESBcBLjJDNFH9l6qvEIjcOGFhclA1VSj1rq2uEd2BCRRFQMZCgqL2lTRhLQOEHShtmZAUSJs4EYpumhxk61070UKAFZMDeaWCRICqlKhC6I1uHaSGpAqIAsAFHiwojoG5Sa5tG1AK07hCCQwqBlQZ5N0zwRgRMK6xuimjpNBefwISBSQtiI8x4XPM63BOcQ3txYK5gKRiYEXmsQilBHfFRIodBmBtPLibZCmBGijaiYkMIRvUP4CCHDR49QiazI6JQdBp0emRbkhSR5Rdu0jCYjqqqBaMjoozJNV0ZirCnadfqpQhysqJfXkMFyzfU3MK5vmwd9tKKu65s1It1V+OAHP3i7lMuf4bbxgQ98gNNPP52//uu/voWMxG1BKcXP//zP86Uvfen2TwbG4/GRPoYf5Et7VAR3nxK2qaCa4DJNTIpO7NLPetRqiDcZQWX4LEBQzHjN2uYGWajwsaYtNbEs0DoSc0eZKUQVpo0yRhJkIJOKXIFrmqnRtcxw0SJsSSa7aBUosw6j1tK2Hi0VucymbkLekuUaoSKTdkS1uUJ/fo7e1hma4YS04bBeY2lokyNHUQ8rrAtoo8hJtG1FlIEi5EijSWK6E5dBEIVEaQjekuUZBI1rHUJFKtvgELRxylLxyVI3DXllWVsfcv31kiwlxptjXJvI8oTQEpV1iXba5SmVR3Kj12pyU/qiNMQosG6qcyOkvLEDFlIL3ke8asBWxORJIeDDjTIDwU0NMpJHxAIpDBFPilOmi0g13jfYMPVWja0lhYSKDhUd0TqSh+AbtBQIoVGFQJsCUZYUZZdut8Ns3yDIWduccMPhZXJlUHk27eyNDmM8eQ5ZDpVvIWr6eE6dcyz2MiYnncaFbTX1df0Zbhdf+tKX+NKXvsQf/dEfkec5L3/5y++2uTzxiU/kAx/4wE+dmcfc3BynnnrqD6Vx/9jHPpYXvOAFvO51r+PDH/7w7Z5/ww038I53vINXv/rVt+rIdROOiuBOilRpgpaa4FtmRUXIPOMASUY6A4nULQPdpTtjODyqsWGMtquIZFkVfeRmyUJHIJRG6IhE47QhxYpkpiqKSsyQFwWKiDSS5IDo0AiUFrSiJaaWnhGYAMZ0cVkkiYSUOf3uFoJscFkCkRGqQDNpUCV08h5hrDE+orVExiGdboHwOdI3pFChBZD0jdZygqQTZQwkGVEq4FNCOwHCkHULxvWYaBvaukHIgCgNwhhcTGT1ELXW4KuKQmqknFIym1rTcQaTr0HbIjJBVAItBW1ymCRQMkdIi4gGGTOsr5GZxiPxwmOtn3aiJoXwliBaQqyIToPpkBDoJDExR0RJjBO8n9BaR3QTsuSQwZFSIiSIoxvljqMHFfDBo4VGmhJZlBRFh5QrVCaY628hw5Dngn6vxziWHFiOfPbSg3SkZ0vPsGNLwczAkCGx1jLpNLjKIgPIXNMtDKI7S10eRzW3cnev7qMeSin6/T7WWqqq4qKLLkLr/y80zMzMMB6P79Li4F1JWfxhobWedmQLcQsD9E6nw+bmJk95ylN4wxvecIecqi644AK++tWvcr/73e8OXf/qq6/m5S9/+e1q2h8lwT1hk0KWJR3pmcsclhrnNb1OQTYwLGzfQj/ro1OHgV5ippRMIlhbI6Kk3TR4MY8yBulbRJ6RcklmW4QApzI2XIsRMNMtCSFCBKUlbawwEvAtmRZkmUL4RAwtuR5gzCxGwuxCn+ByRiPL6mZN8DVlN6Pf7YHSWFuSDChlMd6TZzmojFgHFGrqUOSmbkUIDzFD6mmevDA53TIyO99jY7nBtZDFiGkCrRVEBTZaSlmQJYtuE0kIxtWYVkCeB4TWJAwhRUqXIaRENWmanzYSoSIitkQjIE259s57WmunC1ZPew6aSUPyzY0PjYTTkSBBSshuNLyWIZG5ltQ6rB0RbIW3DiMCUiV0DJQp4UIgpgByyr9XZYeOkmTZLCubBaNJzTGzhjIryOa69PuDqW+q9DiTcd1y4JIrDrE6PMSyb7huJXLlUsGJx+/i2FlobUDogE6A0gQyChHJomLfvr24A9dMP+ujGGecccbNuNl3NRYXF/nQhz6EtZYnPvGJR9IDv/mbv8nOnTvZvXs3b3rTm9i//0eX0ul0OjzlKU/hAx/4wI/k3HQ04cUvfjG7du3iwx/+MJ/85Cdv9r3HPe5xPPOZz+Taa6/lH/7hH+6wHszevXtvJi1xe7jiiitu95yjIrgXmWL3oAvBsG1Gk3cNQfYJ0oAMWAebVWStyjASujtORlbrTA468kmNsxYdWoRxGGnQ0oBMyBSJMkNJgRKBPEHyEoJCJIdWBinBBQlx+iROairJK9WUdZKVAhMzRGoYVv7GtEcgxZpOYZjp9/HWsbk2JFiFzDKsC5AksZY4O8IGi9QRqTOCEYTgpoVJ76dt91riypbtx25jZvs8w9E+RHRkQdErOhgEptQ0TYOUFUXWwzAVFkso6gBeeISQmBiRRaJU4IlIY0BnCAGSgPcJgsUKR6sasBJvPeJGmqmQYuoK5RyNzFFSE6LHm0AmBT5YhA+EdoSsHSk0pNigbMDEiJACZw2Zhv5sH7RBGQMEcgO67FAHw96DDd+56nqiXWP3nhPpz29FZ+U0jaMCIQoObAo+e/GV7LviEmCIkNBMApujmsmkZWVhgT0LfYL0dIsCR44Qkb7M6PcMpy5KHnzyPP/26btvmWdZdoRpsm3bNhYXF/n2t799s3MOHz58p8jn3lEcOnSIv/3bv+WYY465mV7Nox71KL761a/ykpe85MfWYnn1q1/N7//+73PhhRf+WMF969at/J//8394znOew+rq6o81pzsCrTUvetGLiDHysIc9jD//8z/nWc96Fi95yUv4x3+8pRHX//7f/5t/+Zd/YXNz84cK1ncGjorg3uv3ufc9d3HVksZu6bLYnce2ltVRYGIbyrRGWlmnWl8j5jAe9LD1Jk0zQsSCgKWOY9bGXWa7fbpKkXwFBIJMCCGn/p7GoGREq4RPidZFSlWiY6AwOZBIqqUoC2w75dA3E0+bhiidEasJTW0JrkHogBeCldGQatLSVhOULgixwvuW2U5OO3HUviYkUEZiig4qOmyTEHGBjAlNu461mqbTI3jNZMXjNgR4jY6BQdllIhuEjlMhMpXRKQuEm8oYeBGJQBssJkkIiWQ7yFSg84Apc4IW2LZBi0i0ESE13jmkiAgHIigUAhEMKQMQyJTRekXQkdRaEjVNsCihkSGiXEPjIyo5YpyqNkYtcVIQ6oaTdu9kx7HHYHod8kwwXl/HhcRSnfj6ZQe59MqDLB06yPaep1ecQlYIlIwYHYlKMmng0mtGXH75txHNKkJlECpEiuRK4WPghtV1xq6liYFjt/TYOuPopx55NiDTiR0zip+/50l0y97dtrZPOukkfu3Xfo3Xv/71zM7OsmfPnlsE9zui0Hhn43/+z/95i2PPfvazb/XcTqfzQ2unf+QjH+HrX//6j22usbS0xCte8QpOOukkdu/efafLNjz+8Y/nlFNO4dd//dc5fPgwn/70p3nCE57Av/3bv93q+c65o0ZK4qgI7k0s+HY8jvHoSnp1Qb41J+QN1x4+iBw1DPoNKTp6nYxhGxgub5JrRyEkPgaibqkitG0kyRolO6AiQkVSAlqFLgxaRkx0+OgIOiIKkCqQhQ65zLA0UzMJLxFOI4LEekHKIoNSo71lPKnp9HK6HY2zlvXNCXUbMNqgTYZqIzNlh7nFWYbZhEhAl+DlkKaZgJNTg5DokEpSdjt4n+GCYmV9ggwTrBOkAGWZIzRsNi3RWbpFB6lyXBTTbs/kkaIh04qgFQmwraduh7jM0+1mJBxNUxGcRYuEDgUpGZJJaMmNhhsSKSC1EZIgYHG1Z2wlNllEWyFjQOpAlAERPdJ7kjOIkEhKEJOmEZ42abbPaY497UQ6vVlEqUgp0JWSfastn730Cr721W8ymUzVOxdmekidEWMgxhaTlWhZMqlrLv32ldh6E5NactHDFD2CSuR5h8xo6sayPrGkg0Mkkm4no49ApEjyHtNxzM/kGGPutrWdUuKjH/0oMBUI++53v3u3zeWO4gEPeABf/epXb1Nt8dWvfjXnnnvuDzXmv/zLv/wkpgbAN77xDZRS/MZv/MadHkg/9KEPccEFF5BlGSkl2ra9zcB+tOGoCO62aRjt28tArjHXS9gmYVeHdDauosgFvc4WRlayFltq0TIIif7iAsOUkyb7iE1C0Ec5j8xaospxmUJGMLVHZxGFmzr7NB5yhQgFuSiJqaYNAecsQUi0zKjGLSRBkoYy05RlSRsCa16STGBufpZeWWAnDZtjAaGhzAJlrmijQghN6yMxWrpZjs5gs1ZM6gneKaJWKB1x3gIaCWgl8Ba8DeS5pCcTnQxqbymVJihDURhsCFRNSy4luZZ0JHSkwqWp7V6lLcFXhNaRZIbzkrENxJDIc42hRUuN7qhp8VkYvLBEobDeQB2pXUXVJia1IbiAlhPKQtLrz5IVOdVkzPp4nbYa08SMfG6eTq5xVYWzE06/173o9uYwOeRlYmM9cmjc4x++fC3f+toltKMlREgoIWhTYlTXlEWLKqZBOHogJVKzhMEjpMFoSUoKR0vroatyZKGIzjFygevWGpRqcEkRIyxKQbQeUoaRd5+865VXXvlTJVT1nve8h4c//OG87W1v4yUvecmtnvO6173uLp7VLRFCuEPMkh8XN6XUfpp+hzfhqAjuITaYdoOiGABdnK0RMnDM/AyTlFiqNGVb09arzCEp5mao8kSz4qEZIJMkRqgbMd2dZhVGdpFBYwRIlSAGghN4L5E6o1ASkRQuOFrjCTFQMEeyER8d6AIl1FSO10di4wktFL0S2eTUraNuJ9hYIXPPwvwcRndZthMm4wmjagNrazq6QBkz5fFr8K4lpYgUCiETzkukjpB7gkr0TcZ8zzBrEkrAxFpiV7M0tIwRlLmiLw0pRoTMCEpRxUgmc/IIXiWSCvSCQglBdIFgI1OyfsQnT0oNJBA6w0eDReCCwLUOUoO1NSEJvDcUqsOgVzCzpU+5sIjq9hm4ll5nwNLqKs3GCIi4nsSIOU46YTcnHn8aBEfrLNH22AiGC79xgCu++nUmo/1AQkfIpaZA0A4rYs9jiow80/gUyUuJ7oipdk9eIIzEe0kSGd7XWCylzkkugBE0QXLdiqelIkmNyiVF67Eq3a10utsKCkVR4Jy72/XSvx9/9Vd/xT/+4z/ezLz6oQ99KL/8y7/Mn/zJnwD8WI1VxhhmZmaoqurfvS3e3Y2jIrjHlGhMwWZtGDvH1tkum5lg27H3hRs2Wb7uEtabVYIqEFvm8N0uqfbktiK5ihqJDKC7lkwldMxwKMp8akChTI71nkpkuNzRSRlFSvjoSeSIQkxNobE4W6JVFysgRkeQgdYFQgqIPOCtZGX5MCG0BD9tJtCFIXUybGyJcgKyppqMSEHR5hKTLCl48sLgSdRti7OB5CJ4QZZJyqjIKRjkGbtnDIV0WFmTmozZYIlSkHSXImr6WuBkpDWa2iUmrUX5hiJTYKZmHDEkXPKQAiYllA6EKuGtx8uAbCWKBhGhDTCxntR6jG7QKUypXiqj7Gp27FikPz9PLApM2cF0Z1nozjFY2MKxozFt8tAdYPuCXccsMo4JExIyZWxWnosu2eAL/3ox4/F+QvRIcqRJxJgYjxtWRxN2pYi0DaHdRBU9ykyxY3Er11x1FalRjGIg6h4dI6YPRJmmb1zBkRV9dNZlYj1Lw4ApJUkltvc03Z6ePqCPMtz3vvdl7969HDp06O6eys1wa0XCpmnY2Nj4iYz/spe9jD/8wz/kn//5n3nKU57yf4Wu+k8Si4uLbNu27RZ1m1vDURHc8ZG8XieMWipRUG+UbKacQ9dEinAYb5epRHMjz7zHRgNFFfABnNY0UtKLmk6Z0e/mdAY5VhWERuF1hhJTk+SMliL35GnKjkELkgUaj1IJfDt1NjIQg8e6QEKSSYWUmpQiBId1gdpWSBICRRYS1+9bOSJXG4UgmgJJICsCKWXYIPDOIVIgFwalS1zK0LFBF4qtx89DaLAjRywWiUEinCUPkkGuGMzPoDtzrBxcZ1LVCKOJdaRtPZVz2Fpiao1UHggYFxFJkYlAJ2+m+ucxgs/xQuLclNvv20jVtvhQMyM03STIjMJLj9eK7myH/tZ5ut0uUWakFMkFCK2hP4/uzYCKoEogo9PPaKpAwCPyHpftrfnyl75OPdxLTA6kBpFQmUJGBVnJSmWZ+BrpCuQEcl2SpKY3N0uTYDQcE4wnmURPZ0hlCAS897QhkMYjlJdIlbOWIK5ramlIquHkQeDoC+3c4W7EowE3NTf9qDj77LOZnZ3ln/7pnzjzzDPRWtPv9+n1egyHQ573vOfxpCc9id/7vd+7Q0Hr/2aMRiNSSpxwwglcc801P/DcoyO4p4RqWrxcwzce4XJy6ZHWUOsESpF3+vS6A+rWUzqPTg3WOKTM2WIk850eqruF+cE8nZmSkGUsXXUdVTvGxUgpDToEipQRfaQWaqqZTkJqSZlpGjdB6GZK6G4dOiWEl2ASXloSCRE0QXqCiCQhkRFSbBgPHVoqMq0RFCQ0UXrGk5ZUTwtrEk+eGwpj8K1A5zlBJZzIGFcJnEC2cGitYqA8PZnIiIhc401BGxxr403WV8b0Z2bodwu6RuMCjFzNKGwgcegkSMHRSRJTSJSKpBtdkRoPXku8yNmYNFMD7+Dp60RRSAqtp8VVpenMzbCwbRF0hygluZ5KBoQQCR5yZSApfFKolJChxVWW0AGVwdqw5bLvHmC4fAPS1zQ2JxbQLQym2yNVHl3mtAk2qwadxPTamSMpzcJ8n7LXo20qWhuYVCtY06EsNCEEYvB4EXEJUlNT9AY4L6jChNVRRWyn3cox/fuwVMuyjOOOO4773//+vPe97/2psYrbu3fvkYLkM5/5TM4+++wjxtWzs7M89rGPZd++fT8L7HcATdPgvWf37t23e+5REdxFTKRRwSjlWAEueJAenSLJ56SoESJnMZM0g5w9C3sYdA2XX7OXxjaYTkbWncf0d1F2FugazaRIUC7B6DAWg5CaUiWsS4iocGpCIRIxeKJgSgUUASEs3mkSmkFf4Sae1DYgAsLkU80rb5GpRSWBkRnzgwVCqPC+Zna+RyCxNvZUY41vBAmPkgaZG3Q3QVthnIBcIcuIrSxL1x9AqZz53iJV7RDS0Z3NgKmpRbUxYb1qaYeBYDOGdUB0Db1OlzTZQHgBRBARGQ1SdcjSBr2kGKQuDZoRUImIF9D6lnFToWSgrxPb8w4dLSGLIDrorMv8zA4yXdLYqVJmKTV5ZqjrGjsZI4xC6gIRzbTjVCuci/hGEb3hhkMTrrz8KlpbsSk8ExnpphzrM9ZGgoGIlLMZC7uPpxUG7x1N7bC6IeaBXXOGX/3Fs/jqN67k2v3X48MQLRpEEGA9Ak+pJSEk2hTQTkMwxKJkPKy4svWQBLU9upuYvhdnnnkmxx9/PB/84AdvdlwIwZ/+6Z9y7rnnIoTg85///N3Oo76j+F7646FDh/joRz/KeeedxzOe8Qwe85jH8JjHPOan5kH1k8SJJ56ItfaHFhjz3vONb3zjds87KoJ70gI5C4UNyNYikTQuoKMnM5D1BXImpzZdQjbgWr+TrNVkWxL9tsFPPKHpIeJUOnc02wNnmS80svCQaUJMNLTkBlJrcMFi8oTWAm60hCMqkgInItFomjj9o4KEKQpsDNSNJ1dpmpNOCXSiCZEYpuyaoRdEJggpGPRmwESyItK4QFU3DFcbFBGtFZ1OhsPjKou3noAiVyNymeFSZNQ0ZNKRWokMno4HpxXewNKoooqRvm4IkwmlBKNKipgxoxKSFq16dLMCqQ0BiVACYQN1Y6mDQEhBJiU9mZEFg1TTgqwoBLPzc/S6PTSKzBhSG2iTo540xNCgpSdGSYqeXE7plEF4vIOxyNFJYajpFxPWRUPmE6rIKIxi0rRINcZTUlcDvv3dQ9xr5xbyWUG304cJ6OAZ7Cr51d98GMthC8sTj0OSFY5cSYSaFiNlmjaeuZQY1xaRHG5kkVpTlX3ioTFN+9PDdLj22mtvlfeeUuLtb387ZVny6Ec/+m6Y2U8Wb33rW/mrv/orgFu08N+ZUEpx3HHHcfXVV99l17wtHD58mMc//vG8853vvFPGPyqCu5aKzkxJJ59nfNhREzDe0BkY2lSQb+vSHfRpXE5sBDRLiDwic0MyfRYWI55EYVosK6yvWWxZMljYST86mvEBvFB436VUFVkHRKMp/JTqFEVGEImi7BDEjebV0eHrSAw5SQY6OESbiC7gkp+aXcdICA4RNshUgUIyXFuDIrI4M0dH9hluNGA82kdkSrTOk1JBigWb44iPEFNEGUUmI4WeIH2gVop24uhpRS8lcgJlZ0BRKIIeMV5uscNNRtJSlNArFMEmesCc1iAyGgQTnTMSidoGHIrgLaGJiJjoCJhRGolgLDKEAqkkvZke207exp4du6iHDfU4YasKkUnqpkbniv62AaOJx7UjWq+IY0+uBSnvo3VOEJL5xVl+8RfPpOhY9h86xMhKmiqSpRbdtvT6fRa7kp3bNDt3a9qNCM7TLTxGdhlWPb51nWfVSbRQ9PIS6RPeNUQ/1dKprSdJSRSSFAKkSEoVPkm0dawNa+rmpye4r62t3apmyK/8yq/wzW9+k3PPPZe/+Iu/4CEPechPzc791rC6unqXdJh+P2ZnZ9mxY8edHtzzPGcwGPDgBz+Yr371q7f6uxqNRndaYIc7ENyFEHuAdwPbmKp+vzWl9AYhxDzwfuA4pi7xT0gprYvpVvcNwCOBCnh6SukHaogqBMZso4pdomrZsy1j20n3YGUiOHx4RGsrwkTQhgDRoUQgekUfSDKwT27HOU8cRzrNhLG9gY3uLHPzO8iqSKepwVVkqcXgkUHQ0wabIk4pRITSCLQMpBDQwZFFg9EKUQiaBnwDRiqyMhCsIgVPCB6tFFFPd60qAUGjZUHdgg1jGuuJ0SLaFqEsea9Exx5Ke3yQOJ+RkgYZyToZZd/gN8e0sUdGj06KJA0OMBE6wrMj8+QDWK4tYycRwpB8pPCRIle0WmA9DD20rSWlSIwS6yM2NsQYKJShp9RUYE0oUtYgtcSoLQz6O8j7s+i5rQxXDlKvLZHshDaHKDVNlSFWPVU7ZDJeJ8RAmWvmZ/qorIvAoYUhCcG2xe3c/8wHcvU1+/j6d65iPFkm2YAuJSeceV/8zMlcJ3ocf+qx1N/6JgOxTkdFlNBUVlCtrpFTU+OJdp3WDqdmW9HT1wZdSiYuUHkBKk5lHryjjoGaSEuLT7ce3O+KtX1reOhDH8oXvvCFH4o7fdFFFx1JXXznO9856puhhBBHpaLjK1/5Su51r3vx27/923caU0kIwZ/92Z+RZRkf//jH+cu//Eue9rSn3eUP4zuyc/fAC1JKXxNC9IGvCiE+BTwd+ExK6f8RQvwR8EfAfwMeAZx0439nA//7xv/fJoSUqK4gNgmrOmTb7sEhv5vl0Qaq3SQPLS5GGpeRpzXyoiE5yabX5LJDO65JLuHqQEqW2o6Jh/dx/b5vsLXMmd1iKEwiB0pVYoyZ2l4YgxpIikKxdX6G1DiGkxYnQEaQcpp28SmB0+ikkUVifXOTdjSmbWssgSxP9EtFNXYoCjIgjD3ORYwpyDsZeWkgJaoWMpGxY6GPkIrLr11hfTLBishGnfAhEIaRQlr63YKqKIGWXEjyZCnkVCNdlYYYB1jvUTFRCsWs1pRZRi01E+eJwqNcogkJh0dIhVIdUmYJITFGoXSOaKGbe0zRpVOUyKg5uG+TpX3fhtZh/IROJsi0IlIw2nQcXNlPzBpsW1MUOflggI8K3VqCaqe/UyQyBvq9DiceexwKz8VxldEwMDN/DHVbMj68yrhe4cNX72VXZ0TvJEPHD/B4mjTh4EHBwcNLUyEzHekWUMous90BWkTGbUJMWtpJTR09WmbkUiOCJyDIyhJ52zZ7d/ravjV85zvfuUNqgd+L7+fD/7A/f1fi6U9/Oueccw6/8zu/c3dP5WbYs2cPW7dupWkanvOc5/DKV77yFueceuqpd1js67aQUuKNb3wjy8vLTCYTLrvsMpaWln6sMX8U3G5wTykdBA7e+PVICHEZsAt4DPDQG0/7S+Aipn8AjwHenaaP7S8JIWaFEDtuHOdWofKMxfke3bVl6o5BrVXIQ5cxFSD06AycBOUq5gaKhe3z5FHQjCZ4GSiqNSprsXVgzVX4dox2AYzDR43obmPX9kUGvR5ZrslUSVd1KXp9gpF0pKSXaZLzOJfwIpGiQyJwEoIQZCIj1I5WRGbHQ5rRkPFoGRsbnM3Ic4lKghS6dLoGYk01Cmi69DJBf7ag8Y644UkeZMeQhKfbnfql+trRbjpW0hDhPYO8QjNChj5WF3SMoswc2kdCyglJk+eOeVGjREZH5hglEMaAl7RMawU6iqkRt4ZCKFyKRDG1mvUkNIk2RmwSzDiHaBr8xmF6VYa0CV0W9DTk3T6ND0TX4G1D06yShJw6vbYRO7ZkfY3JBK5piMGhVI3IDRJBt0ycdOwOgj8DnxfsXbG0rmbOOPpZzqHVVQ4PNzm8ZQEj+8gi0jrB2v6DmJVLecCOjGh2oHRAqB6VFWxOKmrnpgX4mPA3PrCnzrkBHTyhaaYmvXfT2j722GPZvn07+/bt4/Dhw6SUbldLJssypJR3aS76R8Xi4iLPeMYzWF5ePpJiMMZQlkefKfn111/P4x//+Jsd+w//4T9wxRVXsHfvXh74wAcyMzPzYwX3xz/+8XzoQx9i7969zM/PI6U8smPv9/tMJhOEEDz96U/nggsuYDwes7i4yOHDh3/iReUfKucuhDgOuB/wb8C271nUh5i+2sL0j+N7LUhuuPHYbf4BVEHSLtyTPbsXuP6yK2iXWlxRM09Ci0TsCVLQqLyg7M7RmC30t2Rkm2MOrCyRSci9xSiBioIoQQvH8YOCU0/Yw9yWHWxb3MrCQodOL8dGMLHEC8kwWnpC0FWQYiI6iUsRpaB1nsZGhJFkQiFlYuwaXB7JEvRKQ+MbxusNtm2m3UDJoSiRWpGVFTq1nHLqdrbs6fKdSw4yGloqHHsPLqGk58TjdmPykou/9V2W2zFbeoJO1qMdRrLokM0yTvbYVAVeSeZziZKKSgockbxbUoYMGTR1DLRtg0sBlyITnyikJgmBkhJiIqZEDIrAtDAqiLikGdaWTGpEhCzP6JYFJi+oQoUl4/DyBpkUqCTIc03ZyQiZpB2D8gly8Llkohw+tcgMWhdwLiEQDHp9uqbDKcedyrVLLVJtUHQlP3fKLrZvmeOfv3A5119TcfDwCCM26c526GzZyo6B4lQ9w3ELC1w9bNmoairX4/qVVTwSlc3QH+RIKQiTEY2taQAVHCFYpJy6YN1da3tlZYU//uM/5td//dc58cQTf6Bzzk146Utfyte+9rW7pL3+juC2Uiw/93M/x0c+8hF27drFG9/4xiPH3/72t/Oud72Lxz72sZx66qm89a1vvV3t8bsLGxsbRzR0mqbhQQ96EPe+9735yle+wqc//ekferwPf/jDpJQ48cQT+dCHPsSBAwd429vexgUXXMBZZ53F7OwsO3fu5PWvfz3WWmZnZ3nVq17FySef/GOLqn0/7nBwF0L0gAuA/5pSGorv6fpLKSUhxA+VYBNC/C7wuwBZZ57RuGG/2smKPYTSy3R7A+byhA+COiuRjWPWFMQGpBWMmwyhDVmZkQuDrQN5nLBr2zxbegvM9GFx53bmtu1EyhIjM2Y7GUUuGTY1MbRkMVESEChiMAiV46SnbaZuSikGYttiG0vWL+iWBRNbg28pM0d/0KFqcgo6tLXF6T4uJdYnQ5wdkSVJ3oN8MEuUA4ZL+wm1J+tJxhMByTDYs0guM7LLDcJEtmzZSb8UXFcdoGkEuelSJkfT1iyngibm9I3EhZogBNIXBGmZULHaOHItQGjqWOC1Y5wldDLE2jFOjqSyaXOTLqbCYSJHKkESEW+Zcv6DQrYeR0SWkpFvSJOWrD9D1pXMzGWUvQX2Lw8Zj0cUeQZiKl8QbEtIkYilqiwEGPQ6lP0eKEEuNTsWPbY7z9WN4curgnMffQ/G3R6rFzg2m+vZnFiKuVmasqScn6fV21guS5o2o2oiB9YnjCtH2SsQeYnqddm6ewf9jTVWDlzPcLKJi4mEJpMGo3/wMr8z1zbA2972Ns4444w7LDXwtre97agJhkVR8JznPIcrrrgCay2f/exnj9zHrl27mJubYzgc8vrXv/7Iz8QYOeGEE3jd616HUoq/+qu/Omru5/vx5S9/GZhq6j/taU/j+c9/PgDnn38+n/70pznllFO48sor7/CuOoTAIx7xCE477TT+4A/+gE9/+tMMBgMuuugiLrzwQp7ylKfwute9jjzPjyhN9vt9/viP/5jf//3f/4ne2x0K7kIIw3Tx/3VK6UM3Hj580yupEGIHcFNSaT+w53t+fPeNx26GlNJbgbcCLC4ek+bbMfsPjXBxQsh66KRBlHTmcqSQaNGw0axTxMhW2aEjPV5FfDcjGZDlPN1UcsqJO9m2Yw6jBSFotMgxRiODnO4wVcIkQSSQdzOkhTRyiJhQPUMhBSIJGDlMrgkq4t0E19aEvCAyQSJRarqD1jKn7CZ0HgmFw/qKYbOOjxJPn5Gt+fo3ryRnjmoIcqDpb+3S3SxZOrzK1y65Eh0kG+tjbAwcPLzJuo5sDD2G6U55a67JZeSwb9kYeeZkgTKJEAMqRVLeMgmSyitmjJjaA8oMJcEZiUg59bDFEslUQGmJNn1ypZEpkisBydNVkZ5KhLZlFCAkga2hjR4jJTO5oRZTxlDXQ916eoMCJaYPzK5yFJnAukSKniJTdMuCLQtbSFJgvUMi6eWabZnguitG7N+/wpsvmOFB9zuBrcdu5+DlyyyPHHFYk2WbOOdZCx0OLBuaoeTw6nVsDNcYKIWPjmbcIjozjLRBFAuU8wqrDtKMDiG8xdHDIe+2tZ1lWdrc3OSJT3ziLTTbTzjhBObn57n44ouPHOv3+5x33nm85z3v4Ytf/OJtzvuuQtM0/N3f/R3vfe97mZ2d5eyzzz7y9vH3f//3/MZv/AZFUXDgwAGyLOMFL3gBhw4d4p3vfCdPetKTqOuaG2644W6+i9vHM5/5TLZs2cKXv/xlzjjjDPr9Pm9+85s5++yzeeADH/hD6e1/4hOf4BOf+ASdTod3vOMdPPOZz+RXf/VXed/73seFF17IF77wBc4++2zKsuRP//RP+cxnPnOnfEbi9iraNzIE/hJYSyn91+85/jpg9XuKTvMppf+/EOJRwPOZMgrOBs5PKd3/B13j2BNOTn/yynfxz1+9jtX9h5Ay0EpJnvUp+31QCV+v0NU1EsVCbxv9mT5SOrYWiS15hgwBGTzzW0p6Mx1aG2hrT1HmdHtd7GSEMYZeYcBXtM4Rpaau26lBMzloPc3pusRkvcYlgZcCKVvayQoq0zilaa0Bb5EEqhYihtHmiPFoTJItzk2oW4fuZszP9jm4f5m6BiN7DLZlbNuxHT8es//aK9ncGBO8IgVFTDCpHJPJ1PlIiZpOyul3NEE6RjHR+khuDEJHvFVoA0obUsjoZwqVJXyC4MDGwMS3ZEKSxYBRkqg0i9sW6c8usrzWsjEJrIxHdNwaJ+3o0c1yihQQ3lM7yXpTEakwpqQ/2IkSBqEcnbkOGkWpDTIkfNNS5gaTQUCSZwXdLQPyXoGbBKwNRAmFLjFFh2FIfOWqJa7fjLTa8PjHPZDrVxou/8znuccsiIUFDg0NM3N92tE6G4cPsb56kI3N/Uxsw0x/KxozZQKlgvFoRFQtMkiqMMLXGwSXKPJ5vv2dv2M0XrpF4v2uWNtnnnlmuuCCC3jMYx7DJZdc8v3XB7hZyuPcc8/l+c9/Po95zGOOmo5NIQRKTYvSNxVyi6LgD/7gD3jXu951pFj4S7/0S3z2s5/l/PPP5wUveMHd0ph0n/vch7PPPpu3ve1tN/tc73vf+7KyssKBAwdudV433Z8Qgsc97nGcfvrp/O7v/i5CCI4//vgf2Uwlz3Ouuuoq6rrm3ve+N8997nNJKbF3717e/e5389a3vpU/+qM/+rE+q5Ruvah0R3buvwQ8FfiWEOIbNx57MfD/AB8QQjwL2Ac84cbvfZzp4r+KKV3sGbd3AZtyLm13shYOIwtoo0O2Bck4htUyRbdAlznOG2YwdKJnLpMMsllm8y6dPCGFxUTFwnyOMJ719WXGo4boE65p8Dgyn5Oqmp6KhNbirJ1S64QmRouUDm08ZdFBZdDUERcC/b5BiVmcF/jQUNsRySZCmPLru7lEU+OqDVASpKJfFGiTMzO7lXoT2npIkILxsKIf1zi2C4sLAw4GReM9M2UfP1Fc45fZ31pq3xKCZqwskxaUEvRLRV4qoi6IyZGQJBERUZGiQEqNlJCSI6mI8xERMvKsQznIoTAENUN5j9Modp9CuPJqNq64lM3xCjYk4q4z2L57K1ulZ+93L2O4vImNEmFyer0SESWjxiK0RaZALgvKPKKUJO90iUKRhKTbKyjznLbyTOohUnnK7oCIQSRHFAHpoZ/lCLeOHlcsX3OQYm4bj3jQGZxx1h5uqA1f/9I+rjl8mMHcAvOdGZLJaaohbT1NndlMYKKYauNET6483kCDRytP4QuEDXDbOfc7fW0LIfjiF794qzogt7ax2rt3L7/1W7911AT2s846i0c+8pG84hWvuNnxsix56Utfyic/+ckjwf2rX/0qr33ta3nuc5/LPe95T57xjGdw8OBtliN+4siyjJe//OU84hGPoK5r3vOe9xz53plnnskrXvEKNjY2eNrTnnaztyW4ORvpAx/4ADBttHrCE57wYyl3hhBIKXH88cdz2WWXsWfPniNsmuc+97k85znP4TWveQ0veclLjsgL/6RwR9gyn4fb1F76lVs5PwH/vx9mEpkWTNYOsjFaIXggCgZ4okg0oaVekeSyZUthmJ8r2bnYY34+Z5AbZBsRMYBosD5St6CZGlLHtqH2DdEoRCcj+BabArbMSCgQ4LygrRtCmECWKDKDFpEmOpyASTMB1UWbkrFtqIYV1ta0HnxqyFWJE5baTvDJ0U4EQgkGXUOaBOq1IVt3zZFQrG4MGQ0nlHXDKWaeXtEh9SMb9YRSe3wemRloNmLLpI1MnMbIgoHxzBYKAdRIKtsSg0SRYQyUxkOYyhvYkBhFicaThCAbGLLePN70sVkOSPxoiGvHjIJjfTxEuyEhBQ4vT/jFXzqB00/cRTa7hSu/8U06wbK54bH1JiHWBG/ppkSRPEUepm8OeR+Vlygj0Uqii6mJh06JJAxJd3HR4CpPkBGhGjwCrQKba8uIKMml4d4nzLG4Z4HPXhe5+oqK7dt3clyvx+XfvZaMjP7MToa9JZbWGpJLeO0weYH2Gpl3kVKCHSPJCbEAQMkWKW+TLXOnr22Aqqput5A6Pz/P2traUVNEhSl18NWvfvURqd/vxXg85l3vehfnn38+L3/5y7nwwgtpmobXve51PO5xj+OXfumXOOuss/j7v//7u2y+zjn++Z//mcc85jEMBoNbfH/nzp3s3LmTc889l/POO+/IfdxWPWD//v236lD1o0BrzXHHHUdd1ywvL/OMZzyD008/nT//8z9Ha8173vMeXvnKV/5EH+pHRYdq4xPL4wmubQmtxQhAtvjGIqMjDy3HLybue8IJbN+2Cy0VxihM8kRjUcJMZX7dkI2Vw2RlQPjAbJlBrIneMVmbUJQZqivZsB7VKqRK2DChrj15VqJNjvOeQ4c3aYKkO+ghkma0UWPyiNCJwVyfzY1ANapom4omBVb8Bt5bUsoQcdpx61uFkIGmrZnrbaFbNow3czbDkAN2na8fUOzIOrgUqJ1nNKkgRvo6Y64jWY+aGCNZIZg1kq1ZYq1JOCtRMlIWUOQGg0JOK6GsVTXDRrLpYUZGZIx0ugPk/DGMaihMTn9bH3p9NsctyVd0/Zj+XA8XIjO9DiPRJ22b5cRH3I/FB96HRS34yj9fhjuwj0N7L2OyuUmeFHlUSDEG0QXZmQq7LRS0VYMfVXR7s3T6GT45vITxpEUEMJ0M6zyhTciUwDuG62O+sX9Ifip84gsjlvY5Vq/6FnuzDrPHbedeJx7Pvm9fyVhozNZjqK5bZhI3Ma4gJE8v15iiS3SStvboYImpwKpNkhZ3gCtz56GqKr7yla/c7nn3v//9b2G2fHdBKUUIgeuvv55HPepRt8qpd85x6aWX8rznPY/du3cf+Zm1tTVOP/10HvGIR/Cxj33sLpvzwsICz3/+8/kv/+W/8I53vONW3ZJu2oE/8YlP5Ld/+7cRQvC1r32Nj3/843z0ox/lkksuuUV65Mdtxoox8vGPf5xnP/vZfPazn2Xfvn085znP4ZxzzuFZz3oWf/EXf8F//I//kbqumZ+f/5Gvc2u43Zz7XYGdx9wz/fJv/yn7Di/hJzW5bMn0BNvmzHYd9965m1OPXWR+6zY6nT5uPKGjIDaBpB1RRkIbaUdDJAFhHDJm9DodUgyM1jcYuU18sIAkJUEvK5idLVkf12ysNRR5TtHvMBm2TIYVIjPs3LUT7y0rS0tkRtEZlHRzw96lJZoams0NqtqBbun35olB0baevF9StZbkPTEETN5jpuiwY9cs37jyCvbuO4iwFcf0+9xjWwd84spDq6y3Y2a7PVabjMO1obIjerlja9ahaySjpPExQ4hA0AJpcrz1SBdZn9QM25WpAUTWY6AL+vNbWNh+D9TMHiYBpInYzizN2FHdcICYljl2oDHzfYYrIzyLqIVTqJXCdDqUvRkecEaP9bXIsbsN82xy9Wf+kfXLvkkpJKLIKYo5OoPt5DMdipmM2FaUITBYWCDJBFJRBdhY3SC7saO0do6qchyaBL74ze9y+OBh4tw2dh13P0obaHWOGy4jpUfNbaW7YwcL3ZIDl13G+uohNvZexijUpCxntjdLbzCDyqdGH4evuQEjLYP+PBvDwzTNJpd959NMxit3i/Lvz/3czyXn3FGTZrk97Nq1i3PPPZeXvexlVFWF1pqHPexh/Ou//iuTyYSHPexhfPGLX2Q4HNLv95mfn+fUU0/l/PPP59d//de54oorjox1+umnc9lll90luXdjDDt37gSm4mRt27J7927ue9/78q1vfYuTTz6Ztm1ZWlri4Q9/OCeffDLHHHMMxx57LPe6171YXV3lzW9+My972cuOjHn/+9+fX/mVX+E1r3nNj3UPZVmydetWNjY2kFKyvr4OTL1oX/GKV/CLv/iLPPnJTz4y7x8WP07O/U5HEpqiP4M9fJgsy5HWUSY4rhM5fvdxnHDC8XTKAnxEuIpkJzgcMkJAsT4ZEZoW5TyayNi36DQ1UXY+oERidmaWzc1Vlg+uY62gnu0S6dFMNK6e0DRj8qamHnustWRJMhkZUpKk0NI0lnZSs5Fp1lbGxKSIThCDRxhNUobQRqLQFP1ZXGqxzQZGl4zbRFI1Az9DTBqpDD4YxlEw8YZx27IcFZtWs+EcgUQSCa0EUhQEtYUxliim3UdJtQitphz7Sc1wOCLaBpU7ikFBmfcpZY/ZrdsQgzmsE+gQkXr6QLLLy/i0jNSB7sLJxC2zLObrXHHl5Ry6+HLKyhGVwed9rvjMAr28w/yurQxO3M6s20EnXolAYWzCaUsUI+qqprUZmTEs7FqAIqfaHGHtBi5YMgFFFrFWTa37VKKTg5YeF1vS0j6WbMug2I7SksLVBK0YOsfwuiUmszmze7qooKkyiWwdIgqa9Q1W6zGDYsCW2XmqlMhjQuHI8j6p0ZBumy1zZyPGyM6dO+/04H7aaadxxhlnHMkX34QtW7awtrbG3NzckfTDmWeeyebm5s3clm7C/v37eeELX3izYzcFtm63ywc+8AEe/OAHH1EltNYe0Rj/fvyoG8dOp0NK6YcqYg4GA/bt23ezYw972MN4y1vewote9CLe+973srKyAnCzJqVjjjmG008/ncc//vF85CMfucW4L3zhC1lbW+Mtb3nLj3QvAHVd32JuMH2re+ELX8jJJ5/MySefzPHHH89FF130I1/n+3FUBPdR7bh+w5E7SUbNQhGZ05KTjtnCzl07ILW04zGtdbRaQko0yiHxWB/ZGFdkSpOJRFNNqFOObUcsb2zSGyRMUVKM+7RtQgpBSoHltYOMxw4jM0wmkFhCM8KOHI2ztCFSN0PyWBKlICRPqMeMhGBSOYRUGC2nmuzBsbq6gnASlXdpa0v0ASsbZrb06CbDgX1Xs7q8jo0eoRNWRG6oRlT7wfnEJAoiBd1uQaY0bZTEqOl2CqJSbEyaqX2clFNRop07IATUNTegO13SjOYe9zoOmTJ8XdKGDGTOxCkyndBZwhYZ1cEVqDZIGvL+LGV3wJrroGNg1+Kp3HD9J1hzmxSNQm4akukxJrBxoKR3zSwzqceisMx1PN2kcAJ8vYGMim7WYWHHNvIUsWtr5DJguhpUF+c8SQpowShI0eDagLcBHRrKoks7XmJjdZPO4jYmtsGJQFfN0O3nVKOWbGUX/Z3HsBBq5L4rGTUJazTettRuyCEBqShpmoSqxvSKDjuPP55vf/fuW+ZXXnkl97vf/e6UsaWUxBg58cQTectb3sJLXvKSI8duwp//+Z9z7bXXsmPHDp7znOcA8LWvfe0OB17vPf/0T/8ETJkfr3rVq45osjz5yU/miU98Iueccw6nn376LQqPl1566Y90X+eccw7OOT71qU8hhGAwGPAHf/AHKKX4y7/8S/bt20dK6WbXO+uss27hIqWU4rWvfS0nnXQSr3zlK3ne8553i2tdd911XHfddXzyk5+8xWfy5S9/mWc/+9l3qPHsR4VSimuuuQZjDI997GOp6/oOG3DfXsroqEjL9GZ2p7POeQVlp0KWlkWZOGlQsmPXHEWhcHVN5gXKTW3vopCEuiEEj2MqKGaUAN8QfYVNhkkFztbMzyq0LqkaQfQ1pfQUecHYVcgYCa0kyCmFcD4TjMYR14ywJGqv6HbnkArqeoLROUmXrG9uIkOgKBIq6+NijXUBnSAljcxLWpdoXaQ7O4MnsLK0H2HBlB3GbkxT1QQSJhZ4OzUdUVlLPx+Q5T3aBMJZjBCse8vm+BBJFSjZYdDrQtlhpijIBjOkoDl46BCLJx3DnuNP4/DVe9ndh5ky4zsHh2wIjYkzrNUjxuvXY9wQpRXH7N7Jtu0n850DI9bWl2BtldX9n8M2DQKBSpoUBS6PUy/VrMR4Q9bLOGGuRz8FslwQhWCQdZjfvY2T73cvVDJMDqzRac5tJQAAMl9JREFU70lET7I6nOBcwLowZfAoaJvIZQdrvvm1K/CpZttpp7G0MaHZfzWbTY2VgVxptu/awzln3ptduwv+4WsbtDan182xywdZuu5q1poJwXlCXRPzglj2iH5MLiKnnH4aizv28Pfvfhk37L38bknL/LANUD8Mbmp1z7KMubk5lpaW+M3f/M2bacEvLi7S7XZ5+MMf/mPtPm8NvV6PTqfzE9dNKYppMfxhD3sY27dv513vehfPe97z+K//9b/y3Oc+l/POO4/RaMSzn/3sI7vx78dZZ53FG97wBp75zGcemd9N6ZCjCe973/u4//3vz7Oe9Sw+97nPURTFHX6Y3Pve9yalxCWXXHL0pmWESKg4IdaOxnvCXE6nM8do4mmahjwllFTIQuPxeAKp9fjJmKauaZ1j5Dxaq6l3aGwZ1R6fGto2kIscGzQ+SLodQSdMsNHT7eRgYWN5A11kDHbNIPoG6wM2VrjkqYJFJM2kFpi8iwwBnSTbts9y0qmLrC6NuepAi8g01kaEy2iqSEyRDE0YTtA59PKciR1ifY2PHqVyMq2JAYyUKHKUEbQisra5ydh5UmrxkxGNdxhZs7i4C+smqCAwukPdeJbqEdVonXFdsX5FwYFDglhvcMIvncGjf+ssxh+5hJXL9lK5Ffxmha7Wme91yHol/fltLG+0rF11CeNDl9K2DW1qSQlMSIRksSpAMugU8K5F6AyZ5Yw85DhSHRAqI+90mJ2ZpV8qbAtZkaNySdXU+NohhEIgkVLggscClZKkTodqc5NLr76SrLeV7XtOQIxqDh4+gPUeJyV+170Z75jj4PiLdA7s5ZT77ub4B59GtbaTAzcc4LvfvYqNUY9J47HNGrMFBGXYd+11HKpL6nD0GO2deuqpvOIVr+CpT33qj5Rf/V7cFMSbpjlCObzp2CMe8Qi++MUvsry8zMbGBg95yEM49thjefGLX3y74z7/+c/n0Y9+NFdeeeUP7Jocj8c/sV3twsLCkUB9k6bO9xZk3/SmN/GpT32Kyy+/nIc//OG88IUv5NChQ/zn//yfbzHWzp07eeUrX8kf/uEfHvXqmc45rLU45/De8+QnP5nHPe5xAPzt3/4tF110EW3b3mqT0036NbeFoyK4RwmpqOm2LZ3g2N7tEEUk1o5MR6KOTHwzVURMCRWnDkAyc2AbtE+MrcdNElUTaHzLBIvOwTctSntia3BBUVtLO/L4TGJ9gUkl0mREBG0TaXG0TUvRLyjm+kyWR0zaitaCH68juolMZhRz82zbcyJKrHDtoSHeOnxwyJjwUSKySKLGdGbIex3cRFL5GplBEQpim2EKQRstkyrRTsa4piHYlqZZpwoNZBnBOkwU6IHkzIf+IjdcuZ8sD1hpWFtaZzwKrG8eQIUGP76OqHok1eHb1+5h9wHBdzcCG9cfJBYF2Am9bg+ZDZBlh0uvvgGTCsbtOtYvEZLHBk0MHhUSpIjSoEJOEgGbpt6nprdI7T1jGvpK0O2WdBbm6M/PQ26wkxqVgQstvq0ojKH1CYlAKYNzcWpGUo2Z2BEhVsihp9pM3DA7oDu/lbnFyGR1ieVly0c/ejGjtRFK3cB2bbhuvIv5+XtS7ik4/r6OJ/1+yaEbDvA37/s3rt/7XY7ZVVJFw1WXfpfx9dfRjO681+ofFk972tN4yEMecqRp5raglOJBD3oQ3/3udzl06NAPnb/+3jRDjJEvfelL/N3f/R0w3fGdc845nH/++bdaKDzllFN4+MMfztzc3A91zR8VN6Vbzj33XHbt2sW3vvUtVldXb3bPKaUjufJPfepT/O7v/i7vf//7b3W8AwcO8KhHPeqnwt3pd37ndxBCHJnrddddx9lnn81gMOChD30oWmuWlpb4jd/4DS6++GK2b9/O7t27ufjiixkOhz/QYPyoCO5KQJkpMj2g7NYs9CUi1ui8JdcBEaeeo8FZRJ6REtgYkWWfXOT0+glVbmKbirg0xnsH0uOjogwFdEogIdoWYkWRz9KEiKsTdATF1i4peFY3RlM9FSJFr0exuDB18VlzCJMQWUSoiE2KvYc2GH3pu6Qm4JzEtYFUKBrR4gHpBY0PtMIigiRYR5AZI+9oGouqGqphTcUYVzeESSSEQPCOTAaMKRAYgkyIFCHlXLN3heV1z0n3PpVB3iGEvbTN9cwuLlANRxwarlDFQJ4qRvuv5h8+tpX64H5CtkkYLjE36JPoEGXEb7YUa/sYhRZfLU99SKNA4xEKSAoRBNoLsk6Gx5KniGs2sStLlLmBjmQw02fbwlY6XUOcjGgPJoTICDoRY8IoA1JipEB6i0uRRks6IrJrpuTqwtDaPrqJqFjjV8ZsbGwiu7MEJXGjJezmv6K0oegoRLfP0uFVvvCZf2Hu2BM5vGb5zp4FpIJrDwbqynPZoZYkPf25Dp1+n6u/8aM3ofyk8Wu/9mu86lWv+oHFwsXFRd7xjnfw4Ac/mLquectb3sIHPvABvvOd79zh69wUGHu9Htu3b+f8888/8r3TTjuNl770pXzjG9+41QLeq171KmZnZ3nDG95wx2/sx0CMkfPPP5/rrruOpzzlKfzN3/wNT3rSk7jwwgtv9fwLL7yQF7/4xXzhC1/4gWP+NCCldLOH2Cc/+Unuec978prXvIY/+ZM/OdJ4ddlllwFTk5PRaHSHxj4qgnuvW7J1bp7lg0OyQYkWGbatybRBSQNJ0O0Yeh1FZR2bmw0xBfIMiGByQzbooHoK6yKikSgVEFKjqkTZKfH9RM+XiFRi8h7djmHSOqybBrVBPmBtuM4Yx2zeg0rA0hjjFbrbJVMS4yMbk8Rm7RmOl9CHl9jRn0NGzzAJiAUyQQgtto44D36ygrMC7x21HVOFCh8shWDapJUCvnEoHxDa4ZOlIzJkAAiIAFYkGqWReUEMh5k3Lec85H589guJ1FYct32Ga689wKiuqIOllZGNaoONb/0rTRgT7Ii8bVDFIqtVg7SGLQuRhT1n8uVvXIlL6+goScnhYyAFR1JdimJACA6nICRJicDS0o4OI/I+s6bPQq/PoN8n7/Uo5wbkvRJZBapJQ2NbkJGkBUIbUvRMqjF1DFgvOeZeP8/u0OPwFd/GDsfUtQXrCOIgsXaELCK1QTYWLRQ7OgOOPaHPScctMDqwiUnXs3W+4PIvXcrhzWUmKytoP6aKEZUgU9AqjxR3H1vmpJNOIqV0hJly2WWX8cEPfvAH7sTPOOMMHv3oR7O+vs78/Dwve9nL+E//6T/xoAc9iAMHDjA/P39Ez+V7v4Ypo2VxcfGIzOzCwgIPechDbsaMufDCC3nUox7Fl770pVu9/uHDh3nqU5/6E/oEbh9SSs4+++wjBdFt27Zxj3vcg+uvnwpweu9vZnThnON//a//dZvjnX322Wzbtu3Im8rdgV/4hV9gYWHhCG30jujvn3XWWfzJn/wJL33pSzn22GN54xvfyFOe8pSb7c6dc3fY5OWoCO42Zdj+VprlMc57rIcUJGWRkZeS6CMSSXdhFkajaQrFDaf0x6BoG4U3XbzIEXMJ3ZQs9jW9mVkO7l1HGMNMN6Ota6rYoAmQZ7TeUtUNVVDYpPG9DN0GSmXABoZ2zMo4MnYJoxOTquLQpKZuRzgbmYiapTyhosYmiTSKQncQMVI1E9qQ8KEB79DAuK3wKWKUoCVQZBqpFMF6UoxoEciMxCuDB4wAISROB1KruOS732ZOlDQsMH+PE3mQmcOljPltxzHu7+PqjSF+dR94xWhtBcQy3m1CdJhsFrsyQheWbq5pe8fxnc2G9dFelF1B4wkykJOIERKO2rfEkJDjBozCd2eQspi2SXuHJKBVh7y7QNnNEUHQ1BGdgSkl3itCVLjG4WKLDYHgElobaplzw94N9iwcy8/tmWFuNuOfP/81Vg+t4dMKD7zfyVy/nnPtdftw45qBmuVex+3k5x/6QM4651SqpuUr18C1X7gCzHX0s5bB9h4ZfVy9iSQx2azIDMjs7lvmUko2NjaO/HtjY4ODBw8eafq5NVx99dV8/etf56KLLuLhD38497jHPdi9ezeDwYADBw7we7/3ezz96U/n0Y9+NAsLCzzjGc/gWc96Fkop9uzZwwMf+EDe/va3H9Ewefvb336z8Q8fPvwTl5f9cRBCOGKccdNn8ta3vpULL7yQM844g6WlJe5zn/vc4d34CSeccGSne3dheXmZ1772tcQYufTSS3nTm97EpZdeyhlnnMFTn/pUPvWpT3HRRRcdCfr3uc99uOCCCzjmmGN41KMexf79+/kf/+N/HJEkuCmNF2O8wym6oyK4B+9ZHidCZ4CySwSR0CZSNQ1KFxilcDayvrwBKQIGmQ3YMpNhN1sOrm5iI0gVMSZDiBJVavrzsywfHjKuBDZ6og/0d/WQvmb/gSFjq7FNlxAjozqRaYFvEuv1iI1xTRXG1D4ikwDvaKzDmRZLi24MVsLh2mIAKQSIwGZQSKlp/SbGaJwFmaBNiToFdKYRcmrKnYJAtIFM5QTFtDagPOhIChCcwiSBSQHjWsJkndDNuP76dT72T4fYfs9F/PzxXPKVb7I6XmYyXEXGmtZPEMkhoiOFRKc7R8gz1mzFYrdDqzosXX0N7eHr6bhDeG8hkwhZIFoLKRGCR4oGISDGQCagDBGLQGUaJRNZljO3bYbOXE6/3yVzHt842tZjrUcIhckl0QdElLgkSVpiig69rMOp2hBSzjWrc/zKQ+7Hod6xfPGT/8a21HDawx9Gd03D176GW93ATirafJ71mPPp71puONjy7W9cwcHvfpOyXmHLoMvstl2Ybo/hhuW6lf3U/hDa5dydb+jfLxe7ZcuWI2qJt8arhmne9UlPehLveMc7eMITnsAxxxzDQx7yEN761rfymte8Bikl97jHPTjxxBP52Mc+xiWXXEK32+VNb3oTAM94xu1K3hx1uClgveENb+Dnf/7nefSjH02WZTzoQQ9ifX39h0qz/M3f/M2dNc07jKuvvprHPOYx/NZv/Rbnn38+v/ALv8BZZ51Fp9PhaU97Gs973vP4/Oc/z9Of/nSWlpa45z3vyTHHHANMTUWe8IQn3IwS+chHPpKFhQW+/vWvH+kxuD0cHcHdOSabq9jREjKPaNWhUJLJeAPnK8oiY6boTlMe3hHbgtZJfNlF9QfoJuBTjQgJn0q80oxGQ2p/kDo5hIhULdhWEDY1k1Zw/eGWiasIUmGrmtg2KD2mbZtpZx4ZzoM0AqUFhAAIkksYNEIbVLSAQIhEkBFrPTqoqccrkZQCQkiUUYQYkEGg0EgPUuQ3FiwVxIgkTH1ZkyD4Fqkykha4KFFMbeOYVEzEMgf2XcLK5hDx1WMJ9QixehXOTsBNUNGjY0CGhoBACCjLjGimzJV2qHEcIlUWYQ8iU04yEI0kegipRsqESoIgAykJMjQlJQJBTyRUrpnpdljYMofp9SgyQS9XtDHgg8dbR0DiBTSTikSLC4lJK0gqwzqBmZ/lzAecTO1gYXWZr+1tuOyKMSIGetu384XLalaHihQGmNyxrdPnHtsXkL0Bn/70laTNA3RySSdPIEp6s3OURYexKKmKAs8yWmlkDMi7ke37/UHp5JNP5s1vfjO//Mu/TJ7nt8mYOeuss3ja057GVVddRVmW3HDDDXzsYx/jtNNO493vfjef+9znjqhMDodDiqLg3e9+9+26PB3t2Nzc5BnPeAb3ute9uOaaa261+eenBevr67zzne/kuc99Lu95z3tIKR0J4G9+85v5x3/8R4QQnHfeeTz5yU/GWstrX/ta/uZv/oZ73/veR4L7Ax7wAI477ji2bt3KBRdccIevf1QE9xg8dvMQmdsgW1gghogRGrICry1W5+Qz21G2JdQN0Vu8G7G6soGOBUZlKN3BO8vEVgxHh9lwET/p4RoN9QgbHRvrm9Q31AzbEVEZnA0In0g+QnIIRrQpx+MoVcAEDVGghKJ1LRqNMJ4Y5FTTRguE14Tgiblg2ltakYRCKEOIIITCe4/SgkJKtARfW4qiQ5scNjiMFGil8F6gMFjXIKSgsUNAkGtBJ8+R0tNO1rBtRI4Oo/Z/gxgcZTF9CETvIYhpSThNBSqFKYhK46ohxyxs48RjT+Ka627ATiYQW2RSmJiBS0TriD5DSMlMr4PJDY0PBBvpbd2FzksWuxkd02dg19EYolP4oae2mzTRk5TEKwEStJLEJiClROpE5jOCMwQCvcU5DrUFS4dr7nHsFj530QS7/xDCQ11uoTpYMTy8Dz0ccfquOR72K2fQ27WVT397zPjglcx0Mg4fWgOjMOUinfnt5N0Bh2pHE8cMTMaKj6Rufrfm3L8XD3jAA/jKV77Cve51L84//3we97jH3WZw/+u//usjX1988cVcfPHFHHfccSil2Lt37y3Mlpumuc0C5E8bVlZWfuh72bZtGyeddBKf//zn76RZ/WgIIfCkJz0JmDYdzc/Pc9555/Gud72LlBLnnXcer371qxFC8M1vfpP//t//Ow95yEN43/ved2SMV73qVTzoQQ/ine985w9kx3w/jorgTkxsrq8z3xGEDESscM6Rd0ryskvdKg4fnNA1NZ2iR6er6QwMvh1iR1N+i8oU+aBLtWLxUbM+luwfb1JNNsltQ+NG0x2xiLS+xstAjGCCxCKJEWQSJClwfto8hMxQSuJDQpmCgCKmiJCCKFqkSGhVTpuRfCKTEpkLGhtIQZASxJTIMjX19RSSFD2oQNAeEQwiRGII2BQIQqBSizFiKkAWJQKBRCFyDSkhQk2yQ1yoccqgBdTDlgaBlIFcZURnSdEiZQeVdxjXHumh7G/j6nGPA5ubqHYF7TWKEpVaYmuJwqNzTS+foz9/LJXU2PEqvl7j0PqEmZmSQbcg1IKuLsjmZ+lu7TLbzWmHI3w7VaJ0Adq6QcupTaJQU2tDiwcdIOsy251jx4yiozs4FUj+IPe6xwxL64a2qpmNY2I/ccPyiLq3m86erVy+VDFeXeOc0/fw5SuX6Hc8u7fMcNUNDSvLNdv1gPlgydsJGxbycgFnK36A5O9divvc5z6ceOKJvOhFL2Jtbe02G3BuC98f0H+G/w/GGLrd7t09jVvFVVddxRvf+Ea++MUv8p3vfAdjDKeccgqXX345s7OzR3T9//iP/5hzzjmHiy++mJmZGX71V3+Vv/u7v+O3fuu3+LM/+zM+8YlPcNZZZ91Crvi2cFQE9xgdWT1EW0OyiVZMW/J3ZB2U9mg/1SZBREKqKXWHwfwWWt/B96fG2JPWU08C0SWU0Iw3NhgN90FqCbFLoiQfzOFDRZgAbUseLdoE6hDQujPdvaeGflbgnKbVngKD8SC0ZKIiIhWY1Ey9SIUmakmmJaFtkGi8k4CmyATJOfyNQmWIQIjTMBOTx7gWQUQLSQyCJBJCgosBAcgUkUKhpELEhK0nJDQxRIT0KC/JkkbmGc5oVPKolEjBI5wkukDra/AOUqQ/t5P1dkIzvJSuCpDl1CLRJgcYVBDE0BK8xWrP6up+XDMmxgkhJkzbIa8N0s2hfMXi/IDts9vJfM5kvcZE0DHh41ScTeBQMpCXBU7kjCuLkx4pcwZbBsztybniUENIOVcedBAV3WNPoN/3hOXDTIZjVtc0o7UxX/naJay4xC/d8zhOWNxCZ24XP49meWOOE07bxXp7GfUNh8mLRY4/difJb+drl12BzSWr10/wRwktbn19nYMHD/Le9773J97V+X87brjhhqPa8elDH/oQ73vf+7jqqqt4wxvewNVXXw3An/7pn/JP//RPPPaxj+Vzn/scm5ubnHXWWbz+9a/ngQ98IC9/+ct5zWtew/r6Otdddx3j8ZgdO3YA3K5W/tER3FNCCgNR49oAQjEzO6CtNzHeUBY5vU6HoqOpq02EdIyadZCRstulKDRpc0SWApaGybglKQuyZTGfJSvmGYYuE2tp7YSkIOkSkRKtqjApUWqDMILRMBHJEdJj8kQbPKgckzylSljvSTYCmpSBTS1S5og0FfuKQiCkwfsWI0CRkEohlKRtAwkQCHKpaLjRsFoJSIoUQMkMYkDKqfuNQpJiIjhHUgmHRyaNEAmZabTOiAFUypDS0roRIVmCSMQYEUGTm4yZuR5zi3Osrza4dg2vWlxyNFbQ1V2MCNTVCKXUtAAqRigqcjNN8UhhGfQNxgRmu5o9O2fYuqWDLg1tNSH5SFZmuHGkbRw6z9E52JQYTSa0bmpakDQMZY+r9yaq1Ybj76H42r4DFGGNlU3JocORy6/bz+jgIWIzITRj1kZLyHrIVm8485yfY3Fe8MBfP433f2aFL3x7SIw9tvSWuNcp28h780SjuG9Hc83eDZaWD0/VKY8CfPCDH+SYY47hb//2b/m1X/s1qqq6u6f0M9xF+PznP3/EXet7u3rruuYzn/kMn/nMZ44c01rT7XY577zz2LVrF/1+n/e///1885vfBKbdxw972MN4wQte8AOveVQEdwTELFKphlxYtEwgA1E5gtJ45Wn8hMzPUugO3V6OjZ71UcUoDhEuopH0ZvqMQ0D1YL6/iXNbEbpDpWaopaGuV0ntBOkSkYDUBtMYVILWO5LICcoQk0YkRXAgtKYJgYCiCAKTHFKKaSeqCjhKVEqITONiDjGhRSBKhQ8QQwAJIkzTPkJoNB1sBFSG1nFaRE0S4RwygNAFIjgikSjBaJApEYhTf9QgkJmcqidmJSRNioloNwg+EZ0nhUiMggyF0QLawHh1Aj5BlERniL5BRI8NI2o/IcghKWqsbdBJ0c1n2HPMdtpYs7G6RE6i6HbZOVDsWdxGDI6qitTjESI2SKVoHZBAKzCqT2gldb2ODRZMTiMNOxY7POgUTUwFdDSX7OsynOTU65F67+WEA9egxwdIrUSVkgCsry/z2S/9K+Micb8H3YdvryquWh+zMbqaQSXQW3dw0OectqXLwY3IZphlZmuXY2a3cJU4Opb5U5/6VB772Mdy8sknH3kV/xn+/WP37t382Z/9GU9/+tNvl/Vz9tln8/rXv55PfepTvO51r6PT6XDPe97zZqmYT3/602zfvv2Iwctt4ahY9YJEaTx9IxEK4rhlkgdSdMzSRZUFSUZC8BACzk6barTKSCqRsNi2pdloCUHRn+vQnywwtOBEQjU1mV2jDhtE1SCDxcgByhskJV63kCxNLTFGIkJDLgu0SggDVUpTAa0oQCiUmJpnJxLBSVRyqEKjhQcliVIiYpwWVgUolYghkklJMhIXIlmKyKlRHgmIKU4fGjIHqfDOIjX4EDBZhhTqxsyxQUtNYXK6RQ8vQDlL07Y09YTgAyHE/7e9c4217KgS87eqar/O4z77cZt+egYMfo2NbSZgLAYUSBjyAxwJiQg8gC1hCQWC4AdO+BN7LKEgQkSkKMI4KA4O4aGQGEUCgRFyYDRMD2MMNhhD2+BuX3ffvt237+M89qOqVn6cS6eBbnc3bru7b59POrr7VO19dq2z11m3alXVWhgBcaBaYdI2oQpUh+aJkiCqEB0ShTQq9WCZOqyBG7mfAg2KUFnDtiuuw3Q7PPOjv+GKV1zDgYU+HePQuuRofxWMoUiUVjunUUiDJ7VKPaw4sjak8gYfZRTmmJRhCc8dVX6+Cpu6OYtL8MzQsTq/TMdk7NwEWyYnWV0pOXhgmeW1hmG1xiAIg+YA3//uCo/9aj+ZaROGh9kyO81AhG2z1/H0r4cQV5idLVhZXqbXb1i0Gf7C8MrwrW99i29+85u87nWve8FxZca8cN7znvcQQuDBBx/kYx/7GJ/+9Kf/6Fypz8cNN9zAnj17uO222/jFL37B8vIyCwsLJ13ZtLCwwG233caTTz7J29/+dlZXV49Puj788MPkec7VV1/NHXfcwd69ey98424RnLFkuaM2ijeWlrPkrsB5YbhSkU8USNtgo9IqHGWIlDHQzXMy61hZXmLQDGh3WlAqCR2cWUZDJEhDaiJGLamk+CwD6ZCYFGNrvInQeLJKUQUPpFkkcUIVShKxRGNRB9E7TCZEm2BDRq6jOOlIxOEpSaijoWUtuj5J2qCIhUSEuD53EDVg8KgoqIyW62lAiSiRrNtCQiANkSiK9xHE4qwgZpToulf3R9EwY4MvB2gzJIYKl1hURj7wVp6wees2iC1MHaibPmXdp6lr0CHBD0dbB0xKCHE06WsEQQhi+NFP95FPbCPESX4zSDG9Zbbv2UQ0ll4TyXJPO7M0TUPZjEYm+VSHJERctQZrferKItZSNzVHVgccOvwrfvhMxeU7ZlnqD/jpz58hDgZMtAtef80cN15/HSEqn/2v32fy2GFm7AyHDy6zujZEB0ssPfm3pJLjjLB8uANZmwOHe6ikSHMlO7ZfTdZK+Ye/fZSlY8fwZ7ij78Xmtz7S3+7GPJNdi2NePB544AEA5ubmOHTo0At6HkmS4L0/6Qajxx57jFtvvZX3ve993HvvvczPz3PLLbec1LifOGn+4IMPAhxfOeSc4+677+aOO+5g9+7dv7M57mRcEMYdMUxM7GRzt6RIDGiCRM/01ARIpDcoKboJthBMIwQN4Ea5Suuhx6vih0KqOTURUwuZNViXElDKSikri5Z96rSNpiB1RE2FmohgMeRARVRPKhniDN4AjSNpFG8aarFYicShEtORsSeNCEIZHBIzlFFyEKMpGmusNdRaIcYgISJxlO5OQ8SJEDRirMEaiB7UCFliMUlKkic0wyFeG8SCDx58wIjQ+AHWpfQaj+BHiXiJGOcwYhAxuERxJgdtY7IWXpeJ1ZDaDwGPagQRMmex4qjtaEJa1SEu0ioaTLnAcPkYWjccOnKQq7d1yCfmqIyjCoFQD4g12GAQZ6nVsjIosamSpSk2LSBEhjHQbzzzh4/yi/1PYOKjHCzauJahbIYoKc+Wkf99bBs/W3LE1SEHnl5guHqUvJvTbk2zJdlCVS1Df4CvS7wJaCL0m4ZqcZV2Jfw6KZnZPku/DrSTNep0lagXSNd9nbvvvnvsb7+AOHToEJ///Odf0GfcfPPN/OQnPzlpT/q3ydE/85nPMDs7ywMPPHDGK15O5Prrr+fWW2/lkUceOaOR34Vh3A205mZotyfpmIpMGnp1xZFej4lujkok1DXlsiEVYdn3sF3LRKfN6lLJsBzFoclczuFBj+AdRWFJbIEPA0z01LpCp+jhbULA4V1Gow2CJ3pFTYJ0cqS3hjSBJElQrQjGoRmIBARBTUKSgMYhEhOsa+PDGi1TI0nBoG5AIt5HDBYjCVZHm4nEKhIDIhaXZiRJgUkz6rpEao9KwBtPKoI1lsordTAQLUEVawUTAk05JHc5ThIaAomOVthEY0AEhyNLcsrR2IBBPUAUynJAjBDSDkWmmNgQy4rprCDP2ySTOYfn51lZrUhdl8nOy3BGKMMKg9BDgOnZ7QybQLl6iIilNd0hC8koK1USaIblKPVfKKn6Q4ZDqI2j1wQWVoccWDzEyvIK7WaJXmYInYLK5ThaDHrHqI8d5vGn9hFspNdfJgsVoRJW85xpu5l2UlDlnr6WNBhEwVQVGgNehOWDv+Fv/s93aewkHeOY3bT5fGs3u3fvZtu2bWzbto2nn36a/fv3j437S4gxhq1bt552dckL4UzW5a+trfHhD3/4j77H3r17ectb3sLi4uIZuY9Ou7tDRHaKyPdE5Oci8jMR+Vfr5f9WROZF5NH119tOuOZfi8g+EXlSRP7p6e6Rpyl5p82xepXgBpCUtFoZdTmkLIcYDzqM+AA1lsoYEmeYmmqRdws67ZTuRI7pJkxt7tLa1ELSFJcXDKUgKwomW468aNHOC9IkZyLxJNHiNUVMh8RlQEFOTmOVBsVpjjGKyGh3aRYMmQSyNJAnlsQoaEmWGooio5UIKYoEj4YG0YDGAM6iNsEnOTFrIy6hKBx5t0WSt2nlHVJjSU2KNY6aiv5gjXqwRvRDvK8wjHr61lqcTfGqBDw2Qox2FGc9L2h3p8jygtZUl6TdweYJZb1IVS0Q4xKqa5jQw/cGtLTNZD5D2m2zbc8e/uz1f8kVr3sbc1t3sW3zDKF2rKwMwSa08yl2bJljbssMQUswNVlu8AOlKUdJOHoDJURHK83IXJtgUmyrIG9lFInB93r4Y0u0aWjSmjVqmmpIKA+R8Rta4smoEP8c0izQFSWzloQAZZ+18iBN/zC9MGTgEhofaPprUA5IS08cBo4K7H9mH4u//AH7f/4o+3/8BBJO7pZ5KXQbRj3DH/7wh8zNzXHTTTfxuc99jiRJzuTSMWeAc45Wq3XK+pmZGb7+9a/zkY985KVr1IvE448/fsZxgc6k5+6Bj6nqIyLSBf5BRL6zXvcfVPXTJ54sIlcC7wKuAl4GPCQil6vqKeOumiQlLdrY5SW6rYwgQtaZZLowNENP9A1lWaIVkCUkLiEcacAfo9ZAJKVdOFaXS1qdCYI1DMMyy01FnTiKkNO1s4RygoH0aXSIGoNJAzF4QmxTWCGrA+QJGRbVjIgjTycI3iM2UPmSEEeZmzCjCVArgg8REKTR0a5UY7BOqOua3CU4ETwNIYKxBYnLSLHEqsFqZK3q4YMnDY4QPZjRBCwRrAg2NVgxRB0tpHSpBQw2TUnSFF9HVGuczQCHsYa6abC2wJuIk4KrrruGYnYrj+/9Mc3RFVaXF2mlCS/bNEdndo72zOUcW+5ydLVDselyYr3M6uoRDANc06XIUjbPbcKlHYq8RXeyQZscrWpqiTTNABcV1Ui/DjQ+oSKiUpHaFkLO0lqNBEvhwFqwtmCi22ViNqeyKQcPLuHXetjgmZqYIutMU/aOEGpHVXq6U20mZzr4lR5hcYA2SpQGtUIZgZigvZokOELsYWONGkU5pS/1RdftdrvNW9/61t/ZNt7r9f7o/KJj/pB3vOMdfPSjH+Wmm276g7qZmRnuu+8+9u3bx3e+852TXH1hsGfPHsqyPJ7C8Fxw2p67qh5U1UfWj9eAJ4Dtz3PJ24Evq2qlqr8G9gF//nz3EGNHW+o1p5EJSjEEr2i0DEuIYim6CSqRclgTmoBaR2/oWV0asrYyYOG5JerVVYw0ZG60O1RioGCAzQNqhKERpEkIMWPNGwYugFWEPsFXVH5IMBFjM9QmYFPwYKNgVUjFIQiNBLwoVVRqMQSxGJMizpLnOVlWkKYt8ryLzdtYk2I1wYVRvPQQamofEetQqXES0RAotcQYi6pgrCPLO7iswDqHyrpMxoz86haInsQJNhn53akrtKkJFioDSWjIvCGo8uS+JX789wdZXTXUZSRLM9LOLJPbd9PavothmnPwqScZPPdzjhx8mqVjByGu4GgwdoUtk4a5TbOkeYK4gHOGBCHNC1oTbfJui6zVwWYtslaXtJOMzrUtmtowHDaUFnynRex2aE3OMLd5hje8+S9o77oKTTcTrRBiQ96dobV1F+2X7eaa1/4FO151LVv3vJzdL7+KnVe9gU2zf4pNRktBMQ7nDRjFuRrTrGBlQGosTZJQR4ueIvzAS6Hbe/bsYe/evcff9/t9rr32Wu65557j6eTGvDC+973v8YEPfOCkdR/60IeYnZ3lgx/84FnFw3+hTExMcN9993H77beftD5JEr74xS/yyle+EhiNPj7+8Y+f0zaclc9dRPYArwb+Dng98C9F5K+AHzHqAR1j9OM4MVD0szz/DwZjLfVQcWrpD4W2zVjsH2OY2tHa6qku3a1bCKt9qmM9NIKXhkCGkNEyDkTRIqEqG45VNbWa0Vrz4ajX3diSSB+fQF4Fgo1EBBMLTBziTI0KGDIwCapmNEkZ61HgrZARBgYnHmsUq6O4McE4ajGIRqxTvKRYIpkbGfzUOBpTUjYW60e+9WgCrpXTyieIYYjFILFi2AyJGggYxGV4cRgZ9eJVI4oBLEYs3pfgPcO6T7SBaAwZARcjqgavjrjutjG+JizNE/wRBMUxoJhsMzm9i5JplvuO5/b/jLT/LIkK4geQ1GQ20sly2tMZe3bvYDIrwAf6/YowcEhQMJ6mLKmbQF0ayqhkiZCkhtRlWJNTAWmSMDU5zUrMGFaRNDOkm2fY8opreK63j+W4TBJbICVpZ4qQThL7gpmaYcfWjInLdrBp905KU7C4uIYcnMc3i3ix0ETEKs6MJuPVOEKTQJIhcQicvpf8Yul2r9djfn4egIcffpiFhQW+8pWv8P73v5+pqSmOHj16xvG5x5yco0ePcvTo0ZPW3XXXXdx1112nvPb5gre9EG666Sbe+973sn///pPWxxj5whe+cDwNoKry6le/mje/+c089NBD56QNZ2zcRaQD/E/gI6q6KiL/GfhrRr+cvwb+PXDbWXzeB4APAMxs2c50miH9hm5ek6oyKC1iIqn1VP0+h+dTPBWJizhnaWol0NCSjFa7BWmCFm2aqNBfYSbJWACCCN5nVN5gsAzpIdaDpLioWFcSyQi0ibGHNxaMUrgM6poQEiSfIdQNtV0hlWS0Pn19IbkRS131UQJZkRGM0NRKqzNDZ3KW3Bi879NfG9A3xyibIXme0S0maOWT9JsWtXRIZJm4NqQMHmcdqmDWe/Q2gKrFOYs1CWoMdT1ENFDVQxoNJFlBmnfxGjB+SCaKdQ7EYRGqukJjBHLSVpfO5s0krQ6DXsn8/gOsHHmSqazNSgVG+hSxw8zMBC+/fCfTm3eRVjU0A4w0+NjQxITcZqRJSpZklFKRJ0ImAtFiUDAGL4GkZSm0xc61SZzJOLRYEzPDM4eW+f4jT5IMElqtLjbvQDPEhID0+rzqii38k380za5XXs9yrcSQsb+0PP7LBaRokWiXqvZEq1gszjk2T+8gitDvH6GJkVphlFrq/Oj2rl27uOaaa3jiiSd4zWtew9LSEt/+9rfJ85w9e/Zwyy23cO+9954ytvuYF483vvGNTE1NnTL08gvhoYce4p577jnlpqUbbriBubm54++feuopbr/9di677LJz1oYzMu4ikjBS/v+uql8HUNWFE+o/D/w2m+08sPOEy3esl/0OqnovcC/Arlddr2Z6ZuQj7ZRk/SGSRyY6GcZYKBvK3kGKToGPoDbFJJBFA2WgrkqsROo6YWU4xDcBmztCK2NooOn1KXsDJICXgjIKEwSwI7/6qD2OhJyojuCH5H7U+zWmwIrQagtqC9zAEpuSJol4qbAI7dRANBg10HgsiqsDXdsl3bwJP+xRhUPE/gqJbdPKc4r2JOoK1Au1H2KcIaqAsVgBiBhjSJIUq0LEEfAED1U1RImUsUKN4rAjA+4bUidkSUpQh0Yzys8ofj1QWsDQ0GsmGC7UHDm6j3YnQetnMc0CdZwkmoI0ycgLyFqbCH4HogWdlqelFg01iWQ4k5EKWKP4UGOALO9gjSEQERWaoIhAIyVJEvnLf/ZnTGzbwpf/12M8+vgRUlV6iwvIIKWhIfqKpF0wSs0SeM01V3Dda1+JFAlbiKwMFTcUrr5yB4v7dzFYycnqCq1riqoia6dkE22avINOTKBDz7IuIs8TFfLF1u0bb7xRVfV4vPVPfOITeO/52te+xvz8PPPz8xdNSriNxr59+45nsHqhiAif/exn+epXv8oPfvADvPd88pOfZHZ29g/O3bJlC1dccQVf+tKXfqf8qaeeOh5z5lxwJqtlBPgvwBOq+pkTyredcNotwOPrx98A3iUimYhcBrwC2MvzUA4q3FpFmuQ0pJSZI0mUMpT0fcR1UjbvnCbpWPI8QhiCDzixZC6lbmrWVpfw9TI+rFJVPeqyQRtBG6j6FdKvUQ8u75K4CdqakDiDT7tEN8WKgSYJOKukzlCFONoF65SEjEymmWhPY9IM51IKScklJVFLahPSJANVrHoyK9QxsLq0RHV4kX5/hUG1io81eWeSbHIrodhMhUEMo1jtHtKkA+vuIBQ0WkQyWhOTmLyNuhRxBiESowIJIg4jDmdTksyRFS2M5IgqEsCFUaz5RsIosJgOWekfpHf011TLv0GaFdRHsiTFNDWSeHwoCRUMe0fJ7CIdf5QiDsit0GlNMjW1mU53Cpc7Ig6/HuM9a3URI4QwQLTG4UjpYOMUrcnNXPX6a2ntmKOa3kY63aGYycgNVHGFI4cPk5RKpI2rLZM57Nw5TdFOjmtpnhm2t4R/fvMm3vaPr6U7vY32RJe5uWmuuW43l1/5J3QntzK1ZQvbtu/gTy/bxexEB3OK8AMvhW7/Pu9617sIIRx31Rw4cGA8uXqeePbZZ8/ZP1ZV5VOf+tTvuGHquj7p8svDhw9z//33n7E77s477+RNb3oTAO9+97vJ85x3vvOdp71OTqdYInIz8H3gMf5/7NR/A/wL4DpGQ9ffAHeo6sH1az7BaBjrGQ11v3mae6wBT562tRuHTcDZxXu9eLkQZN2tqn+w4H2s2y8KF8Lzfqm4EGQ9qW7DGRj3lwIR+ZGq3ni+2/FScSnJeynJejIuNfkvJXkvdFkvjBQ1Y8aMGTPmnDI27mPGjBmzAblQjPu957sBLzGXkryXkqwn41KT/1KS94KW9YLwuY8ZM2bMmHPLhdJzHzNmzJgx55DzbtxF5K3rEfb2icid57s95wIR+YKIHBaRx08omxGR74jIr9b/Tq+Xi4j8x3X5fyoi15+/lp89zxNZcUPKezZsNN0e6/VFJq+qnrcXYIGngD8BUuAnwJXns03nSK43ANcDj59Q9ingzvXjO4F/t378NuCbgACvBf7ufLf/LGXdBly/ftwFfglcuVHlPYvvZcPp9livLy69Pt899z8H9qnq06paA19mFHnvokZV/y/w+ylZ3g7cv358P/COE8r/m474ITD1ezskL2j01JEVN6S8Z8GG0+2xXl9cen2+jft24MAJ708bZe8iZquu73IEDgFb1483zHfwe5EVN7y8p+FSkXPDP+eLVa/Pt3G/JNHROG5DLVP6/ciKJ9ZtRHnH/CEb8TlfzHp9vo37GUXZ2yAs/HaYtv738Hr5Rf8dnCyyIhtY3jPkUpFzwz7ni12vz7dx/3vgFSJymYikjFKYfeM8t+nF4hvAe9eP3ws8eEL5X63Ptr8WWDlh2HfBc6rIimxQec+CS0W3N+Rz3hB6fb5ndBnNMv+S0cqCT5zv9pwjmf4HcBBoGPnebgdmge8CvwIeAmbWzxXgP63L/xhw4/lu/1nKejOjoelPgUfXX2/bqPKe5XezoXR7rNcXl16Pd6iOGTNmzAbkfLtlxowZM2bMi8DYuI8ZM2bMBmRs3MeMGTNmAzI27mPGjBmzARkb9zFjxozZgIyN+5gxY8ZsQMbGfcyYMWM2IGPjPmbMmDEbkP8HtYhENSyCzPIAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "time = 3\n",
    "out = morphology_erode(otsu, repeat=time)\n",
    "out = morphology_dilate(out, repeat=time)\n",
    "\n",
    "out = np.abs(otsu - out) * 255\n",
    "                \n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"input\")\n",
    "plt.imshow(img_orig)\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"blackhat\")\n",
    "plt.imshow(out, cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d863f2f1-f0f4-458f-b131-a92310cbe9df",
   "metadata": {},
   "source": [
    "# Q.54. テンプレートマッチング SSD\n",
    "\n",
    "ここではテンプレートマッチングのSSDを用いて、imori_256x256_eye.png が imori_256x256.png のどこに位置するかを図示せよ。\n",
    "\n",
    "テンプレートマッチングとは、テンプレート画像と全体画像の一部分で類似度が高い位置を探す手法であり、物体検出などで使われる。今では物体検出はCNNで行われるが、テンプレートマッチングは最も基本処理となる。\n",
    "\n",
    "アルゴリズムとしては、画像I (H x W)、テンプレート画像T (h x w)とすると、\n",
    "\n",
    "画像Iにおいて、for ( j = 0, H-h) for ( i = 0, W-w)と1ピクセルずつずらしながら画像Aの一部分I(i:i+w, j:j+h)とテンプレート画像の類似度Sを計算する。\n",
    "Sが最大もしくは最小の位置がマッチング位置となる。\n",
    "Sの選び方は主にSSD, SAD(Q.55), NCC(Q.56), ZNCC(Q.57)などがあり、それぞれ最大値をとるか最小値をとるか異なる。\n",
    "\n",
    "ここではSSD(Sum of Squared Difference)を用いる。 SSDとは画素値の差分の二乗値の和を類似度にする手法であり、Sが最小の位置がマッチング位置となる。\n",
    "\n",
    "$S = \\Sigma_{x,y}(I(i+x,j+y) - T(x,y))^2$\n",
    "\n",
    "ちなみにテンプレートマッチングのように画像を左上から右に順に見ていくことを走査(ラスタスキャン)やスライディングウィンドウと呼ぶ。このワードは画像処理でよく出る頻出である。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "17fbdbeb-0f0f-4be0-b4f7-d2ede8c9b499",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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l7MFk1LQwnvac+sh+mTDJ8CwrsJmkIOtKzh4nmZ21DI3G+o4lFPz5zOND5kOXuJQL+u2A3Toa13HOkZzhnfd8c3cmnGYu/MJSMjMNEbAmEplI6UhaNFk1VK3JDeSYqDWRtSbJ2t2vHyc8qVRSgZyFWiulCFqt1zBXYZwro2/Yj7BkRamCayxGeRqTMRKZUuIYCm/vR2rImGJ5e9ihZs1pzNT4SAwj87kh7a9Y1Ijxe57IiHGKc9SMRRNrpVSPUNFW6DtH3wohGqZZmHIi5wy1kCJorahlxrrMD+d3/Fffv+f8zTNKp/irHxLjwxsuyx6rI7EIORtKtyNsdjwKHKeZDw97jvcPXFhojGA3PWboOMTIYf9AeHvAvr0jnvf4OOOHhvdbRb3dEC97pgx3j2ckKFRRnHOGKTIfA7oA9V/2dXtb+fRCaDQgPfPyhPl44oflmvE+YOYTKgVsjVAWtCScaGrZcn9oefWLV7yNCvf+wPXj78iK4bcKpWmdY+jXcWSykFjYNZV4sliO1MVSU0s1Dm9aQi5Y/z3x6Mjhkvuvv8bND2SbmHxPTJmHpjBjiH6khoXDviE/jCS1JVBIi0emQh4PGHNi1wT6Fq6s5sTIOWSUadiqG3bPrvnJl0/YXl8SD4HXS8ubN/fsl4nx/IBm5thc8t3QsK0LfQxsG2GpM6lklHU4ZSk5kRtHnM4QFblY6rTnwhyQIngaCh1VWEeMVSi2IakNXbehbwJmmVBEFJbTtHDnB9yFZttvqLYhnBpOwfFPH098ON1zoSPd9QWP54F9uEM7MLrFlBkfPXmOJITWabJXSGmoRchJoapQHVSBmMCnSs6C1hWnFNRKLZCrEAqcfOFuqtw9LkQ/YspEj9AZy9BBu90Qdcc8JXLwaAWuUaj4QPIaHRZUqYRYSGpB6gdUNdw0hWc7RagOMRAfC4wzYxFUq2haw9XVwKZvWSKoKTCfZlKYcRGolaAEZQqWCPORN7/4Nf9NGjDbp5SY+KybyM8UYzdwPHpUsbzeO94KoGcymcM4cz4cUSw8aMFstlwpBVkxjyfC9A49v0EveyAQvCPXhjs7MZUNOhtcjPgw43OiIOgYmKYzgUJLpWa9TkKl0reKl6pSjfDmuCMPz0j6kaRBicfojMsKxJJLoWpD2xSMPqPH77hMQoxHzib8Vin5O1EYBCFHQXSPdg6swRSFKUIza3RSiIxkWThmkPlAnRMqG6iBPL5BxZmuHKlnxeQdUQXEj1w1hhwTPibOIeNMjzI7Zn/AGg8ZlpDBgOo1u2eW5xcd123l2x8W5tQwLZbv9C0785xOXfJrJo5yR6uPbFKg+AM+HDk97PHW4TaK7cVA17R0GDQKqYJWGq8bKFuMURgsp/FECGvlh4pSnlA9KYGIw+oWhcVaoe0szrZM2RHjTGwbTmL5fiyMY2XTCCFbpiXxbk5882bChYndTrPbdsw2kg6GcU4Ua6DvkJgxnIles20cF60ixkgqCRsVVKHq9fpUoGagVpytNAqMrHgHUaz4gAofxsB4HmlzZNtanAimUzSDpttu2SjLpV17LsZqxCliLiypUKuhJMeUDYFEKDNNrTDsqJdX+FCZ5zNZe7QStlg6q3i623C9uWTYXTCWSmxOmKJBIKYZrQraFpzJbLXh0liu85nPwne87BLt7Zb8/IKHR81Xbx31Q48dZ4gT5fAOpTqCVIpPSE7EuHB4fKTZDgw2g+mR4qllpNYR6plaAxSLqIzLFhMWtDGYtkIqZB9XXEWx/OL1zD/8NvLlz3oGW8i5MCehkwoJ7iOcE0hVXCuh9A1BGnz0RA+6OmxRGFG4jeXiUnNjNcdT5L1KTJ38/07C/6/4nSgMVQoLgSk3dEVhdYs1Ba0yxgo1DDgCc1moNuPH7zA1cp4cWlUkFUrwOHsgBUMtijRXzn5iYy2ogK7QikG7EaU/UOYHnLGUsqGqSlQjRT1Ba4PTmoubC8bg+GGfONcD/+zrE9+ONyR3xI8fuLo/ci2V3Dn6ajlNmvv7hZI8TePodIPSiaY3bIym+ErGoHVLblua/SPKWRbJ+ONEzUJKhaQrKXlqFpxWdINhs2l4+mzLzc0lrXLsy8S8ODbK8eL6GbrpeT9H/vL7Qj5P6HziTQ34Y+CLbeXypqXrNsTzIz4X4pw5+DMhaOacaIcLwgg3Xc/ghOurnk2uaM0KPsqCpqJlhWg5KwxW6GzFaUDWolCBVgvbWtgZ4WRB64rpdqjWIY1GmYGmsfQbWacxCKIVPgYOPrPUAM5RZw2LR8dEayxjUbyKULzgqmPTOhYFNRl0W+g2iqvrS66unrIAOOExaKZYqEawUhEt9EZx0XV0fUtpHLq3fP7yghfXl/Tdhu/vJ/LQkrWiP4+0LESnWFJBpkhf18/BR6bzgfG8IVxYcnXUUtBKgEJMkVIL2hR6U2hEQShE4rplE4fTmkYvDFo4jYX/+z95z+buht22xwi0unLVQmcV93Ph8WFhSIHbreCuLnl3LHz3cCRJhhBozQqb65uO2801trsglzPdMVDj72GPQVCY4BjvI/NQ2WwsKUCNGl0jVRWitqALnSw4G1j8SAyFXITOOnw4klNBaYOoE50P0AQm3bEr4KLCUEg5MjQGS0eKDkkTg874IixWeDMO2OMFL9XA0Fma85nxMXK3/4b7tweKFqTu0V1ku2u53PQ0V+CXDuorxmOgiYYUOsR1SBtZrHDGsWSFtiDOUkLFGEOfA8mPpDEgZFIOEBTObnGq5bIf+Pz5BT/94poXz26ZaXj3uHDwC59cb/jTLz6l3V3yyw979n+x583DB2o50jdCWwpSDMfYsxfH3VRYloBdFnQpxHnmvT/DcESbBp0vmZeOZQmksiJDS86AphZBNDgDVgN63Quv+E1wen29DpqfPhW+f9Ex/3BNCI+0poBzGNvjsGjXEpqGWQQpBVMTVXruwsQ+T0xLwOeKKZXLXGgEbLa4CSiR2BeKbXCHLVE82mpoLlDX15jbWy5VQ9I9b48/ML6ZSItHu0TXOmzbkpqObCwpOw7nBqV2fPnpM+zGEq56rpbKz06J26cLxWWmoPngI4f3d9TjIxJnVM44BcrPnKaFWkaUX9h8bNBGMeTs0QkcGutalqJIc6EBbI6YFm5bgxsUtQTuf7jju7vEoFte7jb89Kmm7ByvleHOZ75/v1DnA5tWaC+vSXGdQG3lgNIgpWVoHFf9hr7bEfpLstcwHKnLw2+Vk78bhaEUmBbEblgi+CliSyZMM9NyIOZMUgnlKpISZq40xRJ1JIXCGBeMEXwJpLzgRNPmK0LI+L4lUbF1hc12aGxMxGbDPhU0hUESeqnMEtlfJvolcDO1tNVy1XR4l6jljk69p/qCXwxL7nkYDNeXHVpdUNpEcwgs/sBcLNZrlNX4CqegOE+GyQdcU7DGEc1AQZPYk6uhioHiaRQo1VKrxbiOdtPy7OU1X/70lhdPr/hqGgh+hsZw+/KWP/rpM54/3/D5+QaW1/yj856SFBuX2D65xSfFdBYe6sTjwwlyJYcFpSqhLnCeUfGEanqCy0yhJ6QLVE6YmtGALhGjDLoIFrAiZCBkodZCo8GIYB1oo/jsifD5yw1vXz/lWM/YPCKtwViNNg3HYrk/ZY5TJS2ZHJcVihw99TRjzwtUj1EZ6zKtyiiVMKZS0GijcdFgomGqMwqFzx3vR2HfJOxmy112PAYoSmi0WqHRGdZZRsVIi89CPB/5y/OMU4IRz6+nxFwH/ujzF2wuImMOfNgrwodMqJmYT4Q401aPEY1KC+F4RkWNUwXnMtZmGl0pUdBiOJwri50ZxGJjJmtwCq6cZXPZE0xLjAX/8J7Ee5Rued684E8vr9g9rfyj94mvv4dvv9pz8fiB9jYyLT3jLKhU6ETQjSLWwO1lz7OnF9jthtkMLE1mbBV+89vl5O9GYVCCdZ5UEilq5iXQtxUkYHQlxErKGUVEiyBqQFtFqz1FLYyHB9q+xUehVI1uLYKjFk2pa3c6iRBaS4dC1wVXRjqriCaS0WjX8XRQKOPZ2cws8DBHqm3p+opuKtdd5LKxTMfKq/3MfM4crOEByzSPTKPGJ0WVGVeO3IpCiWGKQno8I/5MaSLBNpxrZj48EB/uyT6B0lg30FrLUSvEtNi+42h7fuAKFT/hu/M1r+5n3jx4Li4adrdXPH2+4+paIZdb/uDvfs6392fy6PjyuvL08pbDYvjm/ZHp7kAbF3JeKCsqgaAqJWl6Mm2tDGmDqxFDQeWVd6BErVwC1qlE+bhtaFnHk6VCqqArSFq5KK2FJzctL59f0i9PUHmgtoYiilIMMWXGuxPj3UTJmSgeiQtkj0seWWayLoS2sgDVZhpV0PUjb8FY0JqwZJqYUEYTjeE+eJb3j+hD5vBw5nA/UecJkYC2lpQtEhW5RoIK5GKI7z1f/Vfv+D//5paLiw4dAi9sYL5RPAk9l5srlhqY7k6QNLYaim7Bj+haaamYHAjZE0WYUMyhEn1G1czkj+g5Uucz7bDFWofVBjO0BGt5kC2RlpILKZ5ZwsJod7ybLvhKfcKTYcs3fub7V2fOX33NsHzHSXqmbDgvlSV7ChUjFbcVrp91PP1kiwwDS7DsUs902DBNw2+Vk78ThQGEWDNzWkgYovecQ6I1lYvG0IjmGDOxJOzg0M0AYjDRc4zv6AaHqoKpG0y7W5/Kkqm5EMOIqYqiLF4LxScGhCYG+pzxNuGaLdbc0jearR3oVcdIy9eHiUYMQ27YbYSn1y1/cNvjBH75/T2/frunPh4JIvhpJI0jKkeKZKyAs5Vu65AFziZjc6QqT5FMGSfi/VvwC1ZptO2xCqwYpHfUagHLeBa+fhV5tUwUA2mcqcFTRHO3wKNYlCj2Ioy2wWyuedIr/vjzls8/fcb9WCnNe4I4kg8cjGaqmhJmjMrsScSQ0QKDrHDalDNLiFQfaTAYI5iq0HWF7CZVcFqxDiVWwlVMFQprtRDhatvw5YtrrmOCFJhM4RwjUyiY00hfI04t1OpZZCFoz1I82lRUo0m5UrNCG4dpDM44BtNhRRFrZZGKbis1C1UqVSzTVDj5EywjTAE9ThRJ0CiqMljdUAukkMkslLogoTK9OzJ+/Y5xGHhx0TE9a/jN1HAcbrjaGl5Hz93jQgkzVjIFIVdDqQqfMynMHLNlDIXxOJLSelenGqg1o7Pgzp4oiWIcW9tD33CSSjx4So20FJQESB6P5pfff+BXeaD9ZeTdh4l3v3nNML7jvNwR3jvMkpl8pE6eTlc2TnGlDS+e3HD7/AmxuSD4liQOMz7llH43ING/VYjAUgJzWiBlmpCx2jDYlkunSD3UmJmnwjA01K4lq47jQRNwGNHoqNmxIWTwYSQSULQ0rqNVPVIUOQmSCxOGrCtJaaIuoPNHdt4lvrQcj5nT3Z7lcSLIidwpVD8wdTvqzSXboeVabXm7fEWYJpq5EsaRGBdKTCgFS4JRBKMMTavoB825GOZcmFJkOk3U4NeTtx19m7kaHOiGTbsjLLCfCiefCI8H/OlXGG3ROtO2lXl8yT/89cyxrzz9dGXjvf55xnjF02cDt58+4/LlDXlMvCyWmhueDo7X8zPefv2O8d2v0XjiSVFTpShhqpnHmJFzIp0yFyWx/Yhy7C04LVRfqVU4C7Sy9hZUrai/ZvsVaFXldmPIz7fsaiYleEyeunjOx4l8nOhai+w0uazTmRoL01I572fwlUYVnBb6xtAN2/Vnu6N3BrvyF4nbwnFZiPNCUitrNJaAjiOynNF1JppMazWXTcvQdQRTiVIIMTN5Tw6ZC3+iL3sGu+HS3NCUgfrYcfSFZY6EEOmWA95MlCZSXCUExakqxjGSl8ScEmmOFD8j6UxVgVgUVEWkYrRACqQcMCVTU0sMlWXJ6FyxrQFbaatg4kKNd4yHmcd/vkMR+GJ5jesfKK4Qkyc8vEZVRVkmuivL82cDz54M/OGXn7J58RMesyGMlTk60vU1JR1+q5z8nSgMSgRNQtJInBfWS9+Ti+ZAi3Ea1VmsF7q2Jw8bzmHd40q2aDpiLbTWINljlaKoHWK2CC26gEhh8oEikdlken2xHpuKnwNZP2Csg6h4PJzJi0f5CddlUqjcHT7jYAN7LTy/7olYfHsPpZLywqwjSUWcEc4+8vZ0pu40dgPb7hLXG8qoOJ0LD4snHY+0JJS2ONNw0RpuL7Y0uyuGzRYrwtu7I989Toxpog0jg0DoHLpq1PSaD981/D/2guouUSnQHV/zsvN8uL3hV7XnYTbEoIhdz7OXF3z+RcdN7Cnllxz0HhtmvJ+IdUaMZybw+jDxLtxxPztePNlyc7HjctNSt4Lp19FkjUJyQkorDNrKSs3WskK8W4TrTrBPWzp7wcEbDo8zp3HPaZoxVWhbR649MQuNsog4GD3HMWPCTGcKu03Hze6CzcUNw8WO66stN7uejTNoMcxz4nT0nKeROSVOubJvNUsD3hXMmKBqeqO56To2u4HUtCzA/jySHkZ8HjFtxPUV2xuSUpy9QnxhqBO9AaML0iyoXkjRYmJHDQtLTMRxIkqFMmL9so5WFXgsVgmGuiJXa6GqSEWIOTDtHyFGbGmoZMQNSLSQC40WukZ4ZgumntEqIdtMVlvOsWVZMufTjF9Gql5oW8fmyQ36emD7ySfop1e058SOyttDJTc9/ebfim39L+J3ojAI0FlN0IUsiVwMVMXjUghW0ZwnJEBzeU3YNuSimac9tR5oXKDiCSVSlKKKp9cZay2ThWgjMUda2yAh0eqAcwElW3RNSF4oOGo9sA8dap+pVUhlwTaJ4hdsVMT8gQ9BOB4iPwx7+tbQphVHmLV8LFyKJlXGWDjuR6q1VDqOfSR5jU+VGo6U8wdMnHC6EFOiMZors+XZcMvFi89orxpe3l7x9sMBvnrN2/d7er9wUQOPAjU/ofEQytfMaY+oDfVwpOTIr7ZXfB+v+fPxyMUnwjY5LmvkT5/13Fzv+OFd5qAawu6W04czOSc640FXShX2749kCfiz53y45XCb+eTpFbUarG3QzmKtWlmVVLSA+jiyFA1SBSPC4CqIYiot7+8rh2w4er0SpozGDitEnKCRGkg1MdbIrAvbneInzy64vXnCzcVzdruG65sdTy4Hbi83uLZhTIpzEPJpIS8jOcz4KNyfE2/3E/enI+P5PfPo6bRit+toNx2j7XCi6BVMcyH6ha5vMY3GtA7JoJeMVhrrPCTQTYu1A80G0BayZp48MR4hegyFSmGrIjvnENsx5QZKppOM1gkJEV8juWokG+Yl4fPEViJiCtl9xPFUodGZXd+y2zZ0SqM1tBc7ZgX7cSbOgcf395z2YLKjd1sUG0rd8g9fO6aT54lVPLcO8ogriSunf6uc/J0oDLGCVx3OXlO1IwHRVnw9k/ZnxqRobYPLwKzwNZNTwcWJlB7IFWbVEMpMJzMl5JVAkydc/5Q5ryIhQ28ptdCkSl8fUK2h2IEUFSoo7stCijO1VLQWcBYfFbFqhvLIJ9mjy4E0dgRnSSoxSYKasAVmER6ZyeLZxUJ+53l3jtg+k1RlSSdKmbFkSAmf1v05gxAvrjhfv6C7fsbfednyJ58+54dPIifp2NTvkPlE1JHLqElqplhDyophGsnpTFw8sRpU2ROXv+Jw2pDe3nLvLNcXLbq9pPief/LP97y5r+hJk7Kn3ST6tqNqiPOIniZECV7dMdaJN3FhDhNzvkEAey30zq6iJcLHvshHKbBaP4qyKJSGvoIymvvgudtn6pS5LDOdVWhx5Kblbr8nzIlTAD9bLpodf/xZx588f8InT19y9fyWtjUM255utwHniNVSAuhY6TeBTjydrcQs3B8i1w8zH+4euL/r+e5x5BwKySh63eKLIYtisZnaRYbk2Flh0/fYvxZLsRqaltD0hFjZKrjuGopozq4hJE2aPbOfKXHGhsim0Xx+u+P2YkCansOSmeYFK6BroORKprLkxJQyZknUEFYqinEoCqYcsUqB3VI6Q9hYjL0EyVx/cUFgIHw4MY8TQxI2xrAlcLl1vNx1NLbl+OYO/XrCW8XhYuDmPPNUR6Q7/1Y5+TtRGKgF0S1BV7yNiJ4p+UxvLXNY6HC4HGlyRSWNDgUXIHuDTRtKha5dgTODSozLA0tK1Go4jwsbt0G3FmuEcMyEVIghY4LCWjDKUEKhmj3jFChicM5BMvSmwQJatzhTUeqE0gsxanJmHZ2pQk3ClDURRZVIkydyqsQyMZ3uoO3xcULVBVszSjJKtSTb0HQ9XlseikPLDeH6knRzhbfALrK7OZLPlWO2K4VYB5BCUxQmVXIIVCeMKiPljIozbhlRDyeSaI6Hnv/29CnHNMHhjs34QIgJakYaizGCI1IJDM5wzgo/BaJ+xGnNqQqvcsUpzaY1dA6axlC1gKwqSNrwUSlr3VIUASwMzYp9qGmhlcTVRoM0TNVwWkC7zNNasClTNi0Xw5a/+9Nn/N1Pr3ny8gnc7FhKi2hHMpqQIWbB15XFaqzCdo7tdmWgsiuwDcimI222KB64f3VPDYk2FuY8E+Kq/6CzYtt0DE3h6fVA23crXsZ0WNdhTEPKFW017dCibWUZFdPjzJgtISiaUuiaypNe85NPb3j+6S2LbmnO8PiwkJeAIrBtKq0q+DlymhNjLMSY6ZViFk0AjFYYwCmLFChZSGI4FUedWjbNlk4yvYLbTWI7KJ5tKhc7h+0H0B0v6kiuEyEZ6nRGTEW3Ab/k3yolfycKg8hHoSqpWJcoccGsE2u2SkFNoCszM9SG5Ct5SYSqkGwwAoMzvHx6y5dPnhLCiW/fvuY3h5GoDH3Tc2FacMJBN5xqxiMkn7AJ+nZlFtbzEZXVR3otZFnluLTtKKZHOc0wOFIVjpMH1pWF04omKzKagJC1wdqV6FVYUCqQ0oLOka4ROrOSxmJwxGTRZFSNxDnz/s3I/617wl96Qzl7zvvCwoZT9KQoaBeo2pJyximDdsJF26B15VgK5ylTiyPXSvUrDbzGGc4TV9KBmil1pJTIVCq4DqM0jZZ1yasUKkRmhM4IfZqQec9UFd9qi7ZCUhckJWz7VZIOtY4prQaj5SMhs648CC0MVtOpiqhMajo++J4PxzM1nLm2IO2WXhu+iGc+vWj59778lC//9nPs5cDj7ChRkQqUtPI1clHEWIixEkWDEowVRAtN1fSloUtbcnTQBbaDR8JMigthXhjHkQsyTlf6ruf6dsPN01tctyUiOGt5ejWw3Q6MvnI/wzEICzBrx9Hfk8dEHzNbrdhtOp4+HXj+xQuuXn7CfXSIS6h8IukJVQJ2U7neDugoLOeFlMcVm2EbDotwnhLRewyglKZH0xQgzwzZ0L3bc7k1KFZsh5WG3lm2PShdKFl9nBAJcKaGSooaZSGQOBz9b5WTvxOFoVZFLeBURSnDQoMoy+wzXakkEkFZqAZHQdlKXAKFgjIGbSz24prLL37GH/3Jp3z6ZODd23f813/+S/78+3sas64W2rYnD1v284k5R6gKVROjnynKYgR6p7FFqFUTQyE0mdYmwJNUTxRLqZqYCiKWUAxKCa5VuDDRhEK0FqSjhIlSTigNjam41nG9aXl+0aK15uFU+HDvEWWovpDGI0v4hvMYObzuuBgapuOBx8OJdBrZFc3OVPp2w8NSmWJB4THWYJ1D54RxmRhAaoQaiWWlO2/VwmAOVGvwphBNQZT9qHcpJGOpXU+pCecMba04o3BKIHtsPBAfC1/XxOOsOLwY+PS2YY6FYyu0Ttg2q8BIb9bRZSqVitBqcI3haAynAG8eFk6PI5dmRl00zKahNorPLlr+3s9uuXn5hA96wJ8tcWIVjQJKLfiqWEpd+S250kuBKkhVOIHBZU5OkbWjd8LPnt7wZefQaWZ/OvLDw4kPZIZ44vlu4MuXL3j24pLmasucOkKq3OwUXzzv2W0cD4swfqh882bh7d3E++PMh7sZvXganemGln7XcHFzwdWLlwzXz5hnRTvP2LYSfKaESlCasrmmtS3dk0JvE63LdBvHeCo8fjhxvt9jpWAtdE2LsZZMQpXEYAsm3VHUKkpTKYxzYjwHtMoosQgnKoaUTiTvqaIRZzjH39fCUMpHmi/UpoViCCdPmDyiJ6oyJGXRuiHniB4KUj0VS61QjSP3LyjPPkF/8RnXn1/zk7/9M9onL7j/v/y/uH94xJdKrY48XKDvX6HGR7I48sYQYoGQ0K2lF0svmlRgkYpYIZDpfKIYy6ItSKDUyDwV2sZhWsE7s8J0XUeIZ6JoimgMBlMVRluGXc/ntxs+v9mwG7a8O2f+orzjcIrEKWE5o13Azh9QbDn5J3w4eur0wFMJPB8Gnjzp6HZb1D7ycJxWYFFRhGA4xIqfFkwOOFWpGDA9AKIKqI89AdcyG4XoRFwCPsE5RorSVISdcVxoi7GruKhrFKIDXk7Mo+LNV4HHwy3nn15yddkiukFVuNkVnl8Ln22ErQHJgq3QO8F0Ha+mIx/eHTF3dwyMqF1lTI4YKnFO9H3HYfeUlFvynaZThh0V2wBO8GhOvnA4R+a50FqHsZlWC0YqxgmSFYVC64S/98Rib68xqaOWwLvTDX/+9SNfN47n7oo//vyCf+8PvuDiyYZRhIeDIy+FF5eKL55rTJNpYsOvfOH7ryLffjdyeveG5nDHLp/YXmi2V1u6vufy6oaryyt22w2dE2Qs2HngfglcWsXLlxc8//w556Q4LpmsNRMZ3Wl2Tuh4JFqhNYmLnaVUGMdCWBIxJLKf8OWAcQanDGmJLOeFnBa0LSizYj9yFmoppBAopZKAyUcm/3vIrqwUQvXEWkiprLqJNaJ1hiIocTgFWhuUOMCzuarojUZPBVshdppJDdzVW95ziXLwyR/v+OwX74i//IrlcMafErOC03km+YzpHdp2DB3oUBnEIgHQmoM/YaxBvMbZDuscIooSIloXOipaJXSeqNnhs8IXzaIdybqP8m+BXheu+gbVNmwuL9g9f8rFp0/ZbnZM+zMXYyC8vsfmQvFrFzzqTJ0dJT7QjhNP7MjzC8ez2wvc0x2TbdDTxFXLyllIQgqaMk6EaabUiLUKa0DVBGhyFrwISSta3TBow2A0QU0sS8CExBwjttVsW8Nla0muQ6i4viVUkKxosycfHnmYjvw8PGN783w915K5uTQ8f9KQXyp+cgubj9uLtslYq5n3gfG7twznD5TGM0rDoQohWqJPnHMi3yy8TD2fXRVutpHrfu1nJAXHWJkpuFiYU2KRiteGrDSjwIcM9wdQPvHvP3PcWkFbqMoSCtj7yjej45PS8HeeZv70jy/57MUNpjXMtfD0WhN9ZdMJqq14C6MS7kPmzcPMu9ev2H34hpftkd3NKk3nhg2m7fjs5jk3mytcO2AajU8GbQxDW/mTi8of/uEN3fUVXz9Uvn29kMeAhEg6QdaFrq54DdERL4WSKz54vM8knwjLQi6Jrm+hSeQUiGkh5RnrNKIKgUoMiZILIXrSR6RVyhEh/VY5+TtRGArC5AWpljhHasooNGIcNmu0bvGsWurOXiI6I+2ZbhNwTmOzkK4UYbG8vzdcXazkn5I8T758QYyPnF8XTg+e8f6epmT00KCU4Va3PLttaJxiPsPxnFjQJDWhnKZUw7IIkYiSB5Q2tLToWLjQiSozuvY4Ba6pSC44gek0oxrDbf+UZ5sW3fXM/Y6DesLPT1uYthxOhYfc4bqerhRSyMS6SqxJONHVmUuX+OSmYff8E+r2OadqeL9kluy46ISmNWhxzA+R5fyAL2UlQOlMVzW9ymQSosw6PcjQS+Z66Ni1G/bxijf3Z/LjGZUTVTRVNLMIDoMVjeSGikJXaEhYlWh4Q3io3M2ZohXWVPI8kKYdz/WOJxtFOxhyrYhEbBU2Uhj1iLQZnEF7UHFaZf9r5CEqfv5LQwmRHU94NgyUvqHthSIV5aErhp02vB4999HzMK6aEPGYuKuV6QB/78rychDEVRZkxTfEyrso1GHD0xcdf/A5fPayp2/VKt1Ppd1WYl9JFaYqnBfDaaxoX3lqG9Km8kkVPhs2qNt+fQBkQVuH2nUsrWOsQi6avh8YtObF1vCTz1uevNwyFsPy6JmnEfU40qWJysyiMsVUJAeWaSHngmhNyIGwnEnRExZPjoUYO5Iu5JyxKCBT6/rQLEZDrIQYyaogDoSCLRVlfztjqd+JwlAplLRALaA8SEDlhMMRWkVRwigOUY5WLVxYx2a4xrKqQYtUbH9F0ZkpHThNmhdtg8mKP7y8ob+95a2t9N2C1qDMmVNOlOK43nZcbbfktmU2AdULMk1cmoKicI6FY5npgqHGitGWKIneGpQUlBWSjjR4eq2QpsGL4AaNQ3i2czy7aUndjpA3nM4FdTwgemHvR8ZzpE+KUVWkM7hiQYSQ64rO7HvO7TVRXeMXzf0sLIcZtRyxA9x0Wy66gTIEjJ04izD7E42ZMTKQjKboGSOKLBZjDK0Trq8tz24GdsVy1oZshN00IrrFOMvGJDpn10LRaJQ1xJSYp8xZVWyx6HSmGROIwWq4lJZPtgvX0tDVHktlSZUQDEoSbed5ceXophZtEpkIKROVI2A4+0R4d8cPyaGKwjhNMzg6K7RtZegqWyXsuorrDfZQeHuMnB6EpRQOER4fT/ijwTy54mZTV9Vor/kwaX44rX4j1zuD3grValAJQaExKLX6d+jVvQFLoWkUhyeG755m+kPPs9sd170ldk+Zg2aeT6SUeTgqyoeI6xsaChujUa7BU/iw9Dy8tzzuA4dvzsibR4q/JxiP05kUEjFlUggss2fxEdtaxGSSD+SQPwL5EmE5ktMqV1fMqtgdq6Ytisa1iO2poSBKoc1H1fJaieX3cMWglaCbtV9QfEbljGrX5FhEY1uDLZmaJ1IVNm3PZ7trSgo8TImgeozZYFxElzMhDswYrkzh2efPeX3yqLTFXX/gRhn6i8I5Zs7niojmfW6Z64bCGWUzQ1dWHYgUsZJplogWiMFDUVRxpLYj9BZVNSUaTmQ2naPvB7rWkYvjsml4dtXTX7WMMtAchLQs2LJg0asgbUmYqlaOv9Or6UxSqOIhK8YA8SCUZeYcJubzjA4zG1uQdkfXGn766QW9M2DgwQv350hNCi+gJDNNmZInGgIXmw1L7Zn7geX2KfejwzvheZ+4bBJq2BLdsAqSOkVCKFpTjcWERCmZFAwmV3Q1OKVW7QxbGGzhyik2G7hqYTCrUdDQKxqbuWo1euO42ATcxiJ6Q/IQasGXjF8Si0+E9EB4C6+corMtuipur4Stg8ZWTLOOifcPhd88QppGSDAGz4dx5C+/zfzZG+GTLzqebYRtK4Qp08yZ5yZxPYAyDSEVGq0+mgatKFjRFamrAvaoKrMqxLbSt4bLZ1fc2opyhmO+oh4zLgWECesj6sMJ1RWWVPFqNfUJOfH+TaDGQpkX8mlPGj8g9QG31VQl+KUQ5kL0hbAE5nHEzGth1GoV221bh8LgfaToAlqt+UKl5kSrCldbS9GGWh01a/reoRSkBIv/PRxXttbx/HpLiJm6QCsdi5/xMVN8BiXopZBqIrWZrnd8cXvN1sFfpfd8fyzMKdBkWMbA/d1MVB3Pdj3bDYTukpxmSlvori27neEmJcYRHu4OvFsy74NfATguM1BojKbtGjZdppS0svlGYRk9sWRiiUy5YpOhRagGjK4MSuGaFtMOtJsGvb0kNhfMcwBzRplA9pUiCdXAtlW0CnBQWkGjCYujxEjMhfm8oE4f0OU9uiQ6P6+w2nZgvNlA1/PsxY7dpuXP7jVJHzBqFWWdS8JPienkUXHBIahSSG7Dwxv4ZTQEnzBB83zbcrMp1Isb7pee6bASlJNSq+ZCFqxodsMFg3ZQRlrp2PQNthMWBQs7TmbDAQtGY01mMJXnl4bPdy3jdksNW5rWkXeOIBZZEoaATZHtErExUbNlkQLTice3e141N0TjeHCZ1immWvj5O8V/81Xl/O2ZJA9Axk+RcTxyOEVe/+IH/rK7YLi+ZPtkx8s28z/5ycBPPnO0feSyNWhTGAVCAac0HYpSKiKFooQPXvOrB+HVB8/OGC5eDGy1wydDO2Yu+gOD8at7mvG4dCQfjywhkkJExUKjDInEFOJqzjOfSdMZKORk0SZRcl7dzCyoFGjaCnV9KBkrtF1L17UoBatCW6QxLSEUxsmTUwQlVApJRXRr8HNF7Cp5J0FIv6VH7e9EYei7hj/85FMO85mL4TM+e9pT5z3f/eY9v3wzc3demCQhWqGSQjct/c2WP3xxQ1Qd+798zRxO1MeOEkem7Ei1MpSBGxr+6LrFPm05H6BsHCVYVFlwG89Cwrw60d6fCCpTvSfpxNw5zGbANYlBC21nyGnDaX/AzxkfK2Pxqw1cVVzqlk0VWi30u47+ose1HdpsqLpHU8mhEpMiRUHVjLPQD4LpNpi24jZQcsf9IRNGS56OLPNEmjU2LfRuYqCS3ICvhv1x4e2x8uvQcmN2vPUz94eI9oGYGk7Lnrp46pgQPEVZsvEU9UhMlvFuoWjD0FXury37+oR43DKNlfkwAQWtNZpCq4XrwdE2DW1jcLVh1zlurhW16zmcCu+mlu+9hbeev/WpZecUDZknjfDlS8t5f8UrE1n8mZQrc6mU6mh0DyZRm4hYaIpGiSZbYZmOfPfGcrds8Qp8VpzGwv7uyPh45mK+I+YjPi/EaUHPC8O0IOOM2mvK3ZbTdx0Ptz2/tF9QL17y/GnPxaUwWc1bD+/vPDuT2e4sc8w4pdFK+PWHylevA/WUuXbCpjY0taGl0tUHXBOxTlFCxhMJfk/OhbQEsvfksD5QUinUkKmloKpH8kzJwhIUpqk0TtE0BucMtelJwSEVjBFSLaSS8SnQt45hs0HVRNO0+FDIxTCdF6azJ8+PuIsWZzfUWpDlrxXYIdvyW+Xk70RhsG3D1fO/hT4f+OnnG/6DP9nxctvz+td7/k//4L/jF798xd3xkb3PVLPlgQ2v1cBPLq756d++4NtXB+7vI97PRP+AhEw1mXxh2RTFkwuD/YMrfv7qgZQa8tJAiPjpRLNRbHYRVSPFJ3QVqmhyqoS5oG0PtkecgzZjTYfyEyZMNCnirGH3kbknuqGgyLZF9Vc0rlsJXSbTzIoUNLVo0CM2VaggF46cDX1neHrTQOgYOeNTpZzPhOVImBKlTnQuUc0VzigKkXGa+W+/OfNLtdBfbtn//ERz957G7qnSsy2elA5QV3zIXDNjipjo6U8fuPYnRu14PDi+f2tJpoXyyIWWVSGbiNEaqYXYOSRuyVc7tHYY15DaDXrQ2K5B+5FPTMPduzO/+ibw8y82bIfMlQTa0vH8ovLwheP14ZL77wPRZ0LxVIloo1Ba4bIjp9VsSKwgUoh5ZNknDsfIfr7g+DiTpkd6dcdNM9I2M7p4SgzMi2efPfdpBJnJsuCKsK2Om/yE6a7l5z/f8sOd4+1s6TdwHOF0MAytQt5W7g7rdqITIXzwpIeZRmbyNmGl0peKK56YzqQUVsOZEFnmkRg9UNAiuFqpJaFF0+rAbuPIJZNQhCDrFqBG2sbSWIPVduWi4Egmk2pBnGZZPP54ZvQzNQnb7QC2YYkZ0YZuaKk5UXPB6My2c/SdZZZCCmmFoGqFa34PNR+LMjzoDWkwqOun2KuW3ZVit7nkrc9su45f/ObXfPXqgX0p3J8i70bhzeT42RPH3/rjL/nH/+AXeHPkkA7EEZpjy2YSTqpn2BiSaOQe8AuN2TCfRrKu2C7x9Fnl3FjqeGI/e6bkySVD8qTq0G0HbJhKZFGaogzWOJwKXPQNz6426G7LmITjnPBJ0SRLcZaQK8ULx3NA18wgq6ryEoVTKuRjosOydRsu+htq21NOr/BhYpknVDnR6kQDmFyZlcdkS5FImu84fud5+3aPMgPD8S1P+UC/bRFV8aqggyKaTDWVlkj0e45k3G6HbQqXJlGWwPF+IoYz2zZg2xatO1zToONq1otvORwyx5jRbY9XGnMI9A+Vfld52Td8crtjvjtx3J/4i794YGMv+dmLlq0Fp4RPrgyfP2+5f2x4f9yznB+pZcQYxeDc6ldRYdIaYx0SLWIMziRyDowP3zJ+uKdMJ+gUshtgoxC7mtW2vdD7yt7P+FCwtLQSuFSep3bkSj0S5+8Yf3jkV4/PaDYDNiu0HTn2FZla1DFiqqeTyk1K6Glam+FxFZLFJnyZCNETfSTlsErYl4IpCVUjTWNRyhAqGKPo+pamdaQMs89oYxAbEZVpXYvVqwy3qhapq9GtY4Ux5VJou5ZlWQgxsoREo9Zpj66Bpm0QNtRSoCY616G10PSG1jakqlAqo9XvYY9hnDNvDidEwzePhZ9MjmcXhYsBvvzJCx4fR445ch81p3eF6Xjiu9f3DLsbqhoYnn7C7uI9/nRGJHOOM9PjI/eba948u+J8TsxTpVFbhlbR2sJiEhs3EAaQOHDadJxOJ8rjnjgdIXmqgM+BKS3IBFOJxBqREDEpY7Wjt1tst0U1AzFFfI7oHFjmCalCjJrjMTDPI5JmalkoBcapcj+dOaUjQ3NByQ3nbiYZzft3E+e7A2U8Y5gpNaGkIUWFI6OKRxdBJGLymXp6QIqhlkDYQcgDVgqqVcTFUfMZZT2dZMiJgsLgSNqhOtBUNi6hxgdKXDiFHdU6+jxjraaxPSUnjg8PzO/3YCxihFw6lNLodsOriy2XVwv3ATb+RPygeftdh1Udn90Il1bYacOzy47Lix2//vaO/f6ECns6Kwxdt1rOiVC0RX2kYhvTIU7wNXD6cCS+e0OXJ1RQ+NJT8gXihJJmXC4UMo0Imwx9PrNpFLthQztc4bodIVdsGbk2b9HKolOD0gZ8oat/zWVZaKWQWQjWU2KBSSgqUtpKIpJSJqd1pel0JjqhGoWwbglENOhVHLMqIWLICOi1iVhZsFagGlJRgCLFDDXRdx3aaoL3q1JZb1fXdS0oU8klQi3klGkHhbaOeVowtifhMHr1jLfGYJMQJSP8HiIfz6Pn8OYtrt/wvT7zzbMtf3RrME3gs0+2PJ4/5zdnodkI8vZXHE8P/PDuhiLvOR6uuHUN5mqDGQ15LHjvqcuZt+0jf/bVhsv9hm0LG1N40vb0TaTdGLZLR8Ow6ks+veX+eKB/95p3D5ppWohLJiRF1xQwMy5kVAwYCs4aqnXMpmXEMQDOGHZWYdOMms8UvdrTL/nMw+meFDxLDMypUPcj6fTIQAJ15kMovHmILPoRc3xL5x8Yqkc0xFZTUR9dBxKmTugcMcpRaibLHqUhpQphR4wjl66ja7c8NIVUHEoJRmdaqWi9rmaOSaMWjULTkEArwpLx4UiQyPHcopoONa1bCqYRu6wksCQJwaGbHt22nI8blg8XiBhiCycd+c3dDrtr+MlGEAe+LdQOmm2LtZo8jZTlHrNRKLclswLFcl6oPq8qTq5D2pYilXA60OQ9g3isMqTsKY8L1NVnZGLG6kwfVwyHNBrbCkULUwLzONPaxLZtuNVCUzIiM7qsxsg5Z+QjqjXGSi6VmjOqRGpZi37+aE+oiehGyFWRisE6s0rtSyarTKEQc0Upi1aVWtTqiGUELYJfIORKbxRihVQyyxgBoVEZYSWrxlxQ2tK0QogzJa2y+RqNsOpw6lqpteJ9QJJQRKOtJpdVCtEYVlLgbxG/E4WhxIn371+x2z5F6ZaHwzXnYADD0MGXP9mx+6rH2ZbLrSaeAunDWx7rQpouWfot180MfaJ/nNhMMGeYD2+ZNhqJA+x69GVP3G5YJNEYy/ayx5lhtVfbQeku6VF8OXR0KaByJaHRbYNRC/eHhYe7Ez5kEMNShCUKY6q4NrMdWp52VxTf8d7Ddw9nTktkPE+c7+/J44HkZ0qtaCKNzHRkiljiGMnHt5gqGFtRcaIfFNV1WKMJSVBZo3Qhi6yd8FxpScz1TCYTUwvec257ihgUhoN05ApNnGgbMI2i7zbMpSP4iiHQOs2w1UgwSDLUGKn5SGEkREU5WyRXOla7PKGAQBFDyR5lekpMLGmhVIXyLY+lkr75wPXQ8+HJjqWpPMyFYzIU19JYR1shxcISMnPr0UZIFYgZCQt4T54Euh4lBjvPmDpTTcY0BnRZJfXmiVpAa4+1kQ6F6zS279GNQWvFlUlcuSPb1rEZ6uo7isdoi1RIZTUjDjHiQyLGTCoVqWUlhzlQqSI1o7RCKU1VCnKBCkZbqPojiyFT61ogRGuq0xQgxY+JahWlaKRUtKzj0lgKIRXIMNmIq3lljsoKddbKIgSCj5im4JqGnBIxRJQxGGs4TRPTaaIdFZtdT5VCKoFNJzzZ/nZqsL8ThUHlyLJ/TU2JKBt+8Tbxk4fI9rpyK47rjePlU8dfXSt20zUyHZnPBxa95947aveMx8ZhFWgyLR5TKxdm4NPmxO1lJUoljY6li1xcWW4aS82afYT7pPhwVJxOM4O75GdfbPnjm5ZdC27T0mwHbCrcjZl/9tUrvv76Necx4b1hPwVCdixFMQw7njqHKzN6nHj/+J77b9+T/IxJI2p6QIcRpUCVyIVrMNpxKkLNkS5HmpRXUFIIVLdBNx3KWbTNlJAo2VBUoZaKLQVdFRTFHFeTmpwTczxxNyVM0yPJIlGIIigvbIbtao6SFULElEhrHLFR+NKuSLnTTFkmavE0IlALJWZEFEEUURRdaVAacvSIB2sAPCVrlFLEeKQf97jpCb94sHS+o0yW01Kpc+KGStc33E+KvV84nkZcU8jVQAy0EtHG43PExglTLTmuHplJFIe4IgxRYFTm2kJrM0Ov2PU7Gt3RtBmjNNYKF5cNTdcgtgMUOqVVjq4UqPWjo3eipgp++rhdWw1h2qbFWUtJLbWkj+7aGoVCo1YTHik415OrXicJ0VNSIBVNzBlRFSWVqtbpgHMaI5reDfjyEcQkipgi+8cDXWO4vt5iRCFUxGiU9AS/YJ2gzAqKokLrHLqs32oJZ2oUao2UxjL7kXnMtL9d7/F3ozBIhWZ6pITEMWT++V+0RP1HPKgt/+lT+KSDv/OHT/hwd+LPHkaaS885nnh3ijwulrlEqihqB7sQ2GqFbR1203B1c8Xf/6Pn7LoNP38XOIXAZbPlJ7caXSq/ujf8+vuRhzeJuYy8/HzHi5eWTz/dsGtXLwXbWAqViypc324YNhve3EUeHkf0ceZuyaRiEd1TNg3SXaAfDmh7T1c8y/4tpBMiHmdXURPdDARZVawlBpoSMVZTXCGViHGQxWOUxVlH0Y4xJ0y0RFuJOv4LjcwxQaodvTbkWsjTEecPGGOoVpOKoZiG0RveTZmdCAZFrzqcTdhWo+qOajXWFs4avPW4GBASVWeKJETM6veRhWQSoh0Yh0izIvTyjFGW7FegzX4z83Ycefp+wAyVxlR2JaHbQv9y4MHvqOzwj5k0evy4YLSi61adhqorBKEsiiKeKgG0YIyDqmgBo4TtteamN1z2A5vO0vWOrutw8hEqrFZTG207UmlIgdV+m0wtiZwTqWZiKSAF21Qcllig1hU9acXQaggYPIWSPJ0tWKOJ9aN0dkooA0KksauOaE6eFDKlrEQnZeXjNiPTNQ5fCj4lfAorXscZwhKIYSF7R9YrmzQvCtGFYgsZwcfKaV5wrUaKoLQix7KK3TYw5oCaDWG0pFL4Ic6/VU7+ThQGSsKmxCk/YonI94avasOH8Ef4P3X8/S8qP932/Gf/gz9AHfb82fyKVDK7/UieK2k6MqeKd5CMxncDW9MwLJVse7rrnj94avnsifDNg2bREddorhsQZ3j9uvL9fo+oI0KL2wzYocGaRNWKKGBqJYugdw0Xnz/lwU4oJWhjyPcLnsxcFaO0pGzRrvLZk1vs8YFX4YHjYSJHgbJ6HSQsqmhSKlAMxkG3caQaiGNBKU2pllLWn5wLZMVSLSV4YPV8KAI1FxRCxqPJOFPQqlKKR2aF0ZoqkeRbzmeNqppt09BbjTWG1jhqaVDiENMyNUJRM42eKbFSi6UmWff0JJzTxNKCKIpSaL0K4Npakbwgy8S237Arhe68cJUTz1rPtlNYK5yuWt61l2jzkkkCY07MB0+JE1IrDRucbYmsDUAR//GJXLAONk3lolG0TqOdY9N3XF1s2PQdzhpEr0/zJgtVKcLHcV4CUkzUDFZXtFZkVUAXpNZVBbsKVgxKK0zULPMMqWBQKCMYpfBLpoRCoiKuoBq9NodDXVdcSqiikKpWZW+pLBP42ZOD4Iwip8QYzoxWg6yFI+fVfMk1HVYyyAoui6lwPp8oJWEtyLbDGcXiK/vjnn6a6PoNyqz8IpGMFo0zBmxmGmeW5feQXVkQToun08ImB0L6Jf71wiEH/nH4CSw7yh8Yfvqk5+//Rz9jnk788muH5A7FgYfpDlWgnw3K9qgcUDkSNvDm0fDVyfD0iebJTvFlI3zn4SGvrExaRdwYfj2P2HlEXo9cfXLNk8BH2nFlSrAAvmQeF/guaO7rhocYOfmKJE/nwJKRj8rJF7uWT758yhN9IqQ9czxT50qtmVDSqrYcZmwJNKqQqyY3loKDGslF4auQlwLZrxLpqYCfsIR1hFcCqVY6FChDKdBUwWhN+ii6ksOKiCt1QlLEn0aCeKK+ILhuxSR0PagBasW6im4jZk6UWQhzYB4nFCt1PFMpBSoKVcCmigqZaliTwa6q0hfbyvMnhutLw2arabbQbGS1BYyFi3KJj455NixT5SFmplMEPAqDpAadE52u1H7GGk1rFLuu5fZyx/XugtY2ZOswxmFtgxIDaIigEAqeXD4Wz1pRZW3hKr0Sp0JNVKmgDeQMZVW7NlbjnCHqRM6VnAs+FqoWlBa6Rq88hRJJCSoruzGmgpSEs4Ixqw9Hlkq20A4tcYlEH2iUoTGVZZmYZsGYTGMsFCH4gNYG3ZjV9dqoVURIVhfy7BdyTTRuFa6pIZMXjx4GNp0jzoGcEsZCZw22A4ql/X30roSCUYEWQTNilaYs71Bv/4Kv04lx+QP2/in/0Reanz15yn/6P/4PUc0/5b/7qx9QrmLykekYSYtm1ziG1uHagLVHyjTy+n3guyuDvVYMHXTG8M195Yf7xFiFf/6oeQjAuwOnpKC/wjYN8rli11YelsyvHys/vA/cnSvjDOEY8Y8zOnourLBpNdvG0mmLU8JuMPQ3zzk3huY4sz2PlP2BaZ4hR1KdqTpj1CrEoYohTAsRi7RAVYRUqbmgJdJ1BmUNVmdU1RgnpCL4XFFx1bS0qtIpDWSmIsxl9VAU1slDTpmcI9F5Jr0QqyFT0UsLrUbahq65ZdssyBQpc0tYZvZiOU97ai7U6BCVUKpiq/toPryqMSe15lizhasnHcPljlk59kWhU4Mkweo19a01PL/qaX7yCdM0sT8cED9S4ypuIjnTaKF1hmFzwa5v2fYNXdfRbQZc1yPGkIP5eF4CtWJUwSIoKWQSsVYQQRn9UfClrs7XpZByAg015RUEJoqcy8ceyfqZGU1IK405ak3jEm1jUNZSWZGSc8zr+HLJKwErCc4qMkIukFTFCLjWEll9Rbq2BaUI5wVSRWmwTmGUJaS4IkODxjqLbQ16hGqE6CvHwwljIpZV4FUrR60KbQ2lVuY5oKViHQgGExym+T2ERCsqDatQS9IRyZq2CjV+TZrP3C2JP5uE4/GGuy8dP7t8wos/+CN+/sMeY2ZedJ/x5ts9kzY8fXLFl59t2F4Js7Oki9UG7VcfMockfDIoJil8dZ/57pvEYSx89+175NVvSHevmJYTf07Pne/5+b7jJ7eCpMS77zQ/vIX3+0eoM11NXDnPVS9sVEttCjSWpBses+X+XMnecXcKbNxz/v0vE3fvXvPDuzvCNCPphLIBVcHmnlZtME27mjXYCa0Mqji6pqV1hrYTnDPk9JExx+rOVVGEsK5U0HG9IWtEzQ7l16amyplKYCkKZQxSIPtMyYEaPZ6A2lqcE7JyWKvorm+5THuU2vGq3fHtd5Ea5rXjLgFUQWnBuILrNFk0VRRJMg9JUNHy7qzpiyKfCnVIeGVol3VpTM641lJvtpwvn5I37+imI4int4VdL1wNA7vGsLnq6Iee3rXrFgtDxpCjoubKqi5XUCUhUjHOokWYoxBiWHU50Qir/FlKmZgTyqiPbtMFKR+3ZmhKWht7ShmcVoiGnCKajFRDLVC0JiIEpQhUSsikkPExkJ1A15EKHEdPURmlPFYJKCHkhHwcQ2qdyRkyCtc0tBvDaTyzzJH5vDC4Fqs1QkHpClaRo6xOYVbIObH4QD6NKG2JJTL7FQ/RdQdyahiDkM3v4YpBqmAQtApYB42ClPdQjjTliH8MjF8v/LP5p7z/8IRffNJhkqW215i60HWOF6rh8GbkxeeXfPmnP+GLP/yM7+8DX78TpnHmmzeWX/xgiFKIJfP9+8DD69ek8Mj09g3dh+/Q4T1Ov0d9e+b1w5G7bz7jr55e82TYsIkHpv0jZfwWq2Z2mwsubcd11zO0A0cyc4HkE8e58O60cDidua4HPh0K25svkKZl8pmyJLysPP5GGXo6Nt0FpreoVhCzumUbMfRdx+Zii2rWxlSkgVSRBCUlak3E7EEqmfUmXWJCzYlhLjgmwjISQ6bUTCWjJVOzp1QhVYGDoZMJaytNs6FrW0y347ofUF3DYzow7Edkf0ctI9mAUw5r1j2/sQboqFpR6sL+nPnw9YHNzRueXZbV9tZqjFK0VqGr4hgV350rj4+ZebTcuI6Lmy22eHqruLq+Zbe9oHUr+hEEpRRKGTR6xQKEALqgZPXTpKz+FmIVMReqEsTqtYGYIs6ZdV9RhJxWhmJKeW0Gi2D1xylDqYQUMWYdE1YHpShiKeskwPRUpVnGhdknUkqUuBYl7QTtFMoqylKISyL7eeVJbBraTkgp4GPF2vaj/Z8mlLz6hfYNpm3IS/h/U/cvv5btW54f9Bm/15xzPfYj4pxzz31kVVZVZhohkC2BQLJoGCEhgZCqV12QkPwvuNq0qouEhHADYTeQTMcCOghUqAQdG4SRVeWiXI90vu49jzgRsfdea805f68xaPzWTafAVNbFqfS9SzqKvXecWLFj7TXH/I0xvt/Ply1n8vc/sMQEpTEtgZCGcta6EMIQRu35xl43fIhU7eR9w3XH2+eX4aUoRtW/RB2DiPwBcOE+kzWz/7qIvAP+HeC3gT8A/paZff5znoh4UObUmXD47okcaATCBOa+w79UUr7x6eePXH/8yHERjpcNnOdl9qQvfsziwL58x8v5J8CXfB8zP68/8Pb2gZf/5AOX24HpFkj5B64vH2hv37HzhrONU/3MwZSsmWQfWfI/xr7/Q879kXfPX5ODQ18qcsscToFHH3hcjGVpNHNUdQiefqusrxdulyvth89M08r0187clkfSyfHTdzf8bef18hnVyBKfOJ8mTk+J5eGESydaE/w9Em45H5mfzoTTPIjOXaAYrhvWdqzf8FOltcrtCltV1JTlIPhQSQ7Wm3K5drRmas34MGAwiKJBwRm+jR3/uylyfP4COSfmwwM3Cnowjk/vCW3HXxvVTySGMWyKDiRQs9EiiIPj/pl2qfjrR/L2gc033KPDHd+xnYd+4uO1civGeds5lVeWZ3j+yTviXU0Zlwf8NIFT+g7abZyOtCOh3wthRk1xLkDwWFXGEnKkP41V5hh4BhcR9ViH7pTpsOCjQ+9YQR/DaGGtozaciSqCYWMz5CNtH9Skuq6IBMqWsdIINoCr02HCu7HtIBguOnx0lFxpLRNL43Q+gQmtDy1FiEJVYW+Na9nJr43gPCKGUGlbYV1XUnAsDw8wJXoxrMNyTLQm7PlK3SsxTTjvmIPnNCWOs9DUse4bt+tfvvLxv21mP/yZz/828HfN7O+IyN++f/5v/POewAkkiUPIIWOq680x+YjJSpQxfMu54+2B/l1iDZ4QJ5zrSPGsTvE+0XPkD/4YPvzBZ/a3V/KnPxpHs6zEVlg0E/uKrK/EsnGU0cPPs7EQeFgOuEVYnitMjhAyGjYm8yzTlX27EDmQYiAe3mNpoWxCyJUuOx+3ynefV14/fIvPn9nDkbwmzsJ48331Bdpv+O8yJb8hEfblQImBZ3/gyb8nTkpeK91FcpiY0oHH4yNePLdgiPNQMs1DM0Xdia0WXtoV3Xdmc6SY8NPEMsExRUyVuu1jDiEdA7IzXBOcNOLhER8OTOcjP/rqyNPzifNy4IfaePlw4S0u+CTMRyXomYQSJBJZKOaIqZAcRB+wWWnyStCZh33iK/2Ov5qe+SqeuFbh+9dMuHbe18KxXwlPN1yPeH8CJnqzcWQvirvDXs2UVivdFGsg3mHqCG2AVZyB4jActRndHBhEZ0TnsBCo3VOloE4JbojElI5RARCfRspW7TTVuxDN072n98ptb1wuK7TMcQ4E7yAN4G1Xw7Sg6ln3go9KTJ64NPbScAbEDaYZJdHbhguB6XDAtoqugcvbDe+vHONMFE9KBy515ZpvFAwpjtkfqap06yzhQBDBqUN0bEF6F7zfSQsc373n5bLS60pb/4t3V/5N4F+7f/xvAX+PP6cwiCgH5+j+gEnDYsSpkkJjH/oTkhcihVJeif5EzwKhEidPvilNCimded0/Yx939gzl8gMH+whtZTJh9orD0WXH/BsPp8oxRSITQQYxeT4dmE5nTs9PTIcz160TciUcPO/PjkigdHjJSr8aR5STgyXqMLXUK/bxW/jwc2JsyCz40kkHY3qYyOkd4iHXzMvHwtqgroZHWFzDhcayTMzO05vep92NaxVCmLCoPIaARM/HrfO6wfXWefu0opedROV0iKSDJ06COx4Jx5m3rkxlpzcP5kE8rgvqFG2Bunna4xF3fOCLrx74G18/Io8T+0fP4fuGW36BizOTLsyiBAfWxkAvBk9MkCLMwdPXEyuNOcx8scC7gzIvQ3WZ9s5pvXDMlWgF0Q1CvcsAhoS8t4ZREfF48UhoSGKIj1QRkaFcjA5xhto4JUnwuJAouVJ7x5kiQYjqaVXpZafXwhSHaanljPZMnEDEk+tO7zZODaqsW2Xfb4QwmE4mo1D1rqgK4jxN2wC00lj3ynrbaHslJWF+SuikEI1elLV0/DUPy/WtIT5TiLyuxu2tIrcbP/lC+OopslbPSwEXOy1nLuvGa3ljOULPha6VrA7JDc3GcZ6YpsitG6t4Xnah/pApt0LJndrrr3QR/+ctDAb8H0XEgP+Fmf2bwI/M7Jv7738L/Og/6w+KyL8O/OsAy3xiMUfEU1ynSqWFURWzGl49SwzMydM6aN0xSUjfcU2Q3lAV1CqlBtrm0AIxX1jcBe+Ubcj0wBKikdk98O7gmJOhKZAl4M1o/kSzE70unJhoU6VYZrKE84JbJvJNqG83JoSTHbDHIz1FbkW4WSfrSnA3PAUnC16M5ZDwx4BvC28dOH6JXT7g9QZ9R/ZKj41+mIn+QDpM9Fap0XPtxqfPK34K/HjqTF8Z3UU+3o78wYfO9uF7yqdfMPeKJuUQH6g2USwgLpJDoKQT6o7jJ4bhnBAx/MiQQkWRVjkA54cD4YsD/7R7/uEPytstcQgTxMRqiRYzsUdilIFD85XjYeLr5/ccp5nLtvFy2ThEz4+fj7x7XFhXpX/I6F5HNH3d6W1DXMV7Q2gEBdmMaEqMingwJ7gwMiOgo20k24npuFPGeBcoKcENv0Lvg1Dtu1B7w5ynaCPvlWMIJFOqdGKAKTp8GK/JXjLb3ukGpsb1bWW9bniU8zGRzgt+SiOTz+B2y5TemU+e4zTzuXzm9fWVWCBMEzk4ajIul4xmQy1zWyvYgrVGyxvTtdPMY5eNJ/fGv/I7f5Xz4zP/6A+vfPNWqM3QbtRtB9vxxbDWqb3T147TPoa154njMVBejJozfV/pb694EVQKW/jLLQz/LTP7uYh8BfyfROQf/dnfNDO7F43/r8e9iPybAO+ev7I0OeY0IT3SWiVboWoGJpbo0FDwhyecNsp6RXRCfulYC0Ywh4Ubmwq1/nInXegC0TuSg9aVnHeiD8TkSfNED0IJnh2Iu2ddGy1sIytzbfcBz0hfniah14zbM54rFjtbgk0S5h3r7vn0/Ubdr+B2vO84KVgCeTjAHFhq56vTAXs30d8OXFqmacHw1Ob4vN1wt40fvXvEzRNve+VtK2xZMTZscbzUZ1Y1fvGLz1y/+QX88J/gy2eyNxwnXtaF2i/IlMYxutngRJpBGM47L4qXjgvQRQg0cs18avD/uiX+wZ8EfvF94+Mff4t7+YD2DM7jfcI7OMcjpyQkwEw4Hh74yRdfczrPg76VN+YUeH58BjeTb2/0vSLmoFe0ZqRnvBtqPieKC0JaPN4CEqCYUfU/5TAaghfHiM0cdnA/zWjOtJype0YErI8+3bRSFa6XnT3vJDE4zjgRug3SdECYyxA7lQJvbxvbtiPiSepxu1Kl8BqUhzlwTJ7n90dyb1y+vbDWHd0bzp2hGKkpKVTmg6eUnfVi5FtFa6W3MjwVdFrLeEskp4R0hLjiYmPTSN4Sny+QLzvONw7RUxiv29S28Z53jq6F2jKbKtcc8YdE6Q2vDqkVsYabPcF3QvtLtF2b2c/vv34vIv8u8N8AvhORH5vZNyLyY+D7P+95vBce3x8IkmBtlNyGd6w0uvNICOQ4SDjRdTorSSrOBGHCh0RuA0wh7T6ZbploHVMDhClGvN35BL3g5mHz1T7i2yeFvq9QC5IDPkdkT6RpQkTAz7RbxPLG0WUez4mj82jpfPNt420N5JK5ff5j/P6JA8JsidY8H7LS98Zj9Hw1ex6/WDhMX6H2Qvi55/q20WxkArxumen6wvsvn+lMfHxZebnchu+/7bxyIvzhjV6Ncvs5qX5L7C+YZdQiVmF96dR7b+y8J4kRaibahkVDnIxzQldMjDDPo7Ap/P43N/7J9Rv2uBHzZ+T6gSl/xm1v+N6YUSKev/7+yBcPT4QQuOWKTwcez8/EGAghjM2GcyARbUqwivR+z7hUsP6nxQkbwi8ngbgEnESajkl/V0PLyB4JLmK+I2aIguigcos2vFNE6jgJRcPR0DkRW6e/3pD9hpsj6hLdG1KV7XWjl845JVxUbrVQtwx7YZo9y2GmN1gvhX5RnO20WTi/P4MP7B+M61bZV6VcG677ETEQAsUZa7mhjPmIEyWKI5kba2btRCccg6c7KDg+bZ5//x/+gI+Vdc003YhzxMngOlhXoitMPlCdcmsjdGmr8MOnzGWL5LpiqsQQEQy7zyCiul/p2v7/uzCIyBFwZna5f/zfBf4nwP8O+B8Cf+f+6//2z/0mvOfd8zOOyHIS7PMn8nphmcYxSntDaqWVFZmEQ0xMfsYHRwiR3YzcMqIjHwIRTBvBGaodkcReCqgQpjFnCMFRa0WCI0UjzpHiCnq90aoi3TH1hakviHNkK5TiCDQOj8L5+cDh6YHX3bO9/cD++QXdb8j1A8dkOKs0TbTcsNcV/+0Lz+FL4uFIPwldf8rTjwPB/ohy+MTtduPT7UrdVz5/drT4HRJnLp8vtM+fsPIZ0RvezcD4oceecRQalZgCpuO46HvFN0MxdpTmPEtIeC+4FBhcZMMpmA9YjIiDUC6kT3+Au3ykdMeeC04zi6tE63hVvIs8PSx88fUDXzy9J8TEgxbEOSbxWDGcBMyFERCrgtMO1rGW6QxLcvKe5D3CkC2Li6gJisMlT3QBtoy3PlgEARAb6Updsd6xXunbEFsFb4iLpBhppdOq4qMnTB57mDCpGI5175SWMetY3ghmBC/DQLVXkivMS+N0nEinibVdcXvDtsz+0ukp8r37jIbE+rGTXwu5VjQkzg8PuBCpKrRVURRP5+Hgsd6he5wlbG9Ibuxr4y0ZTht7a+x75W37gUPYaNpgMhaOVOtDVerBT44vnic0eL57gcutocXYbjtla/jJ3YvC2K6Ydbx3Q0PxKzz+85wYfgT8uyLyy+f5X5vZ/0FE/u/A/0ZE/sfAHwJ/6897IhcS89NX7BVKNcqaaW0nOcFXAx0ZEU4CNI/EiE8HTqeF2UduZaP0yr6vJAWJEUJgDh4V2LXRmiI6YJlTTEDFM+Lx1EE8zTy++xnu++8G278aDo/qENBQbkhzTLNjmg+k5YTFM3mtBNs42HdYf2NxHa+OOBuWHLsW/O3Kcd85djACxQfWFhApvHteef7xI9vtyj/+Z3/Ih0+fsbfGqh/p0VP3Dac3zG6YZWx39PCCBMW7hOuBIGHcPcMBnGMOAe+M1iuojtWednAeMSGliBdHdDPVlL0q3RrBR5zPLKFzngJedqQXHk4zp9OZGALOdc6nieXpiWk6YzgWHwlixC7gPEUMxNH0l4VZEIwqQ1gkAs4PT4OPARzU1sm5gQgHPN6MGDzeZGDeUmDPhdorzg1hkr87D6v2IT/ukJvSi4ENeG33HfOJdDpSc6PcGreWEafMDmJQJHWcBrzpYGo8nEgxcStGcAvnpaO2MkUZ2aV5Z325MTWlByP3nSAd7wPLHKiN0bJKI/jO6fREtkSXAWmt+UKQiOD4vBZ8bDQtFC2EWrGeiSGQd+Nahuxa+lCDzn7ixz/9ioLjw+UbUIOeEW0cDx51HjXACa0azvogSslfUmEws98H/uX/jK9/BP47v9KTSaClr3i9Xrjugw7tpGOa6TZRC3gXgDqOm/OCnxdseaTqwGcn73BzwIeB+nI+4nWsQEMFSsH3SheHasVPyjQtSEyIj2gTqnccTw9I6zTt96JgONeHoUo6IS0Qj2x6otwa17wRyLgINjniPLEsM8+PC4enE9dNqDnwfhJOSTkmYZJAmHfWxeOPz5y+mLC1ki4Vd30jX15x/Ya5jpeG2FDdoUKWjFePaMTM8FEQ7mYo7/HO4dxIobZqzDbaJetjlQfcg1Ej4iJua0xtJ0jmNHlOy8zTU+SLLx+H4LY35mnCTwfwHi+dKQIujlWpjhAbEyNLRV3DPMNi3JVe+xgKikN8JLgRJyfm6M1B8IgDEwUZzsNSOmmIl1HvCNHh/QQI92At8J7ehmejAq0blEq0RsTGOrM7tI8sEJ8gOkcvG/V2I3nhcDzSDF6uRmkFr40vDzO/85OvyL3wT/7oW6LIeF9NiZ++f+Dx/Xt+/5sPrFaZDEpWwjIxRUVC5vS4kHMfoTH3HNDuHFuF0kbmarfK6SHip8Bla2xlx3nBuo7gm9kTpkgphdwaZkKwBjRK7/xwG/EHr1snW0V9YfLjFIhAsUqrFetG8pFugV3/coePfyGP3Do///6CbTdCfuGQrzQM5xeCs/HGagIuIEzgDqhb2NURVBEJPC4P1LCAi2xdKWpYNeijLXANrNuYdLeOWzw+CvNhJoYJZPSsxAU3NVy9EP090z0GJm9gnpQSvTbKtqHB4XtFREkxksKZp/MzP/3p1/zWT7/k+d0RXOTnv7gQwsz750Q6ODbnqOHADzHww3rg47XRbw2JX+HTL7Dwgao3sIoTAxTEo06wFhAPAQEZ0fQxJmKMhBBxMbC3ilrHOVh8xDoD/daVGISUHDF41DxzCoQgnCf46t2R8+MT8/lIOCSijOczPC0bAU9KgvedPSu9l+EANEdRuXsTOsHCyBRVA3NIh7EOcXgXBwfBGcOJENDscN0zO8H50Sqgja5Kc0OfsK87OVdMOz56XAp0MV6vK1tZCR4mBudgWSYkCNe1U9tODBHH4CkuvhOOM4uHmCJ7gXa9or0SklFbZWvCtQm3MnwmAhT1uOWMLEe2/gN7g1obap3DwRGnhW5GVU+1QNWJ6CLiA+umA/7SjL5nhJES5SZBFXRTnI0VrAQPhwlLceS59owAIXqkz1xvnes/+8imxl4LOa/EoWdl2xrdO7pvdGuDHCXCnivb/hsYOEOv1NcP+N6RfGOygcQqTZlcI0aHAl0cXWBHETpTXcdO24xjOlKiY5VA2DfavlJ6x7WKrzv0jSYZkRk1gzrjdMb5E9OUmKLjSqe0yKqGtcrCirmM96DOIyJYCmza2LYLfjZq7Thz+BA5Tgtffv0VP/1rP+P3/qW/wsPjUCs+/rWV9eXK0+mRnZnXa+fijFsMfLhcuf7wSsyNthcs6GALlooYw8fvgAjewTRPOK9/WjS8a8zTzHKYkOCpOtFLgjss9BTBpjHh973xMDkeTwfmuACJZIHTAk/PkWmJxOmMugNVhVkT5kClYZZJJsw2USu40sE31Dtw0xi89Yb0iul4WzlxiDhGYRsDTweIDZN4ioZpRUvAvMcvkZQ87JneRpq1YkhTWu60vSLSKSqE5KkoVRtb3okO0jyhYmRriArXWmh9J4mS5IjrgYTneDwRJ2HTStPKtAiTRvCdly3z//zHf0R1sO+Vh2lIsddb55/+yZXpY+XlZafeCr02XAyE44K4wO3twuv6AhbHTUnaoG014SElJBq7Nfbds98arjmoSuqNOUCYoHZPzoppo2intszkhBAXfAjse6G8vZHVUCc482NeYkLrnd6MFkYifAgOZzbIUL+JuRLRwW8/CDTPGg6sBVQ2ZjoTE+YVDUauZTD0ekFqwKWJTmFrlZs6nCS8SyQM7Rekv7HmG10CPXZUyqDpNs/UO7MJwRk9BK4iXKsnrw1tBYKxdyG2QFxnmjO6GaUo3nf81Gi60molbhsmnTU+8tG/52n+gutyYDpFdhPW+EA9RjhPWHO0FS434Y+/feH7X1yJn14weSPLlSKHe5tQ8GEYnUKIBINDOhFPE10arSTqnnGuYs5R3ZmtgvVOEAhqOB9xIY24tZ5ZZuFHXzzxkx/9eKzzRJiDsEwzaToMe7YqWoFqZBVi7QTpaKto6lQZPoMqgEVooPQBIJWEF0+3Nk5fNjiHZkIUwTsZfg2piBOaREprNKkEP3wJtXeqdnrv0JXASNw2V2musrXGlpVL63gBLYWJoWRUqVxyxiqYOqggDOdqTIL4gM0JSdC90N4C4oTpsQNG3wO364Xr5YWqxiEY51NCXeCzj3z3wydOi0OkkCah4KjNc1sbaiP71OqGyDYyIlpHRUgH4fHHJ7JWLt8opXBPXcu4WgnSWOLCdHzg9Va47DvkinkldBuqzyAQI1vfabngxOPx0Bo+jFOlhjHu9L0iquzZ0cUN091vYivhvedv/N4XnI+Rz58u/NEvPnPZz9TemSxTSyNv+R7X5dFaydeNgofY2WvBISTGcCa6hp8UFcHnTtk3tI+jqbnMEhacG7gsiYkqjr116pthdSXoDjSm6AkimO7YNqF5Hw63Y6LrTihh8AgqFPGs3rO9OuxzYPvO8a44WoH9YjyEhDjHaYbnqfO4gIXCh89/gpUbWVZK33G3jlOGq08qLgxjzmFZmKaJ83nBQuR2Fd76G7WvlGvHbStqHaFxDMIhOs4PR8ISKGVjdoF3z898+e4903Qc030BlwKkBZVIKzutjtmKdYdYxhjiIQWqQqlDWmteMDW0K04crQ+OZjocKDSkVGjtHq46NhStKmMeqlgfm5VWBDOGn+A2GBO1ZqJjrJF9pERHs445oZuxXq+sb5UlCLNLzNERQwIV9r2QW8EUnqbEcprxMSLe0U3oFsitUFZG4rkfBg/tFW/C8+HM7G68blfmORAOR4pG9L4uDikyHzzbWqEJtkHdFZM3kiq44Xr0ySilQozMU2TbOzcb7xMLBcsVMJxk1CmZiJoOcdXeUG345JDq7q2UQFRyFu5VGbOK850YAyZCa0ZrhpUG1jA8uIjY0IL8Ko9fi8LgQmT68W9z+vIZ+2rj2/bP8D+8EupYcwmjFXB+MPkdSm2Fvl+JtTHXirWd3h278+TJ6FS0Fjp9FAELOEvjDUpglZF2va0NvzvUjFg7jkw8GLVFavc059n2jSgFIdN6pWulN8/UJ4IJxcGmRtmN8GFC/IHtmpjPM+dJ+Ok58PWXnlOAVg0kcXhX+d3De/7kjwPf//EVrGJ7wd06EjxmHh/SSKmeZ5aHJ6blCCHipxlRo71ler/RyhXvxvYhRSUGxxfPj/zkJw/4FKl15phmzo8PeL9gJMblrVgXynqPOGtttCdeaGKggvZ7H+zDCIIJg39gIy+HIGHc/rrSpWMKwQTE04PR5Jc0KkfTjlkbtufaBhhVPKihVWmtkesNswFR9RK4tZ3iDCeg1il7xrXKITmejhMaIk4GsUlVmWO6R9JCnGdcSgyM40rrgg9K7ZnX647Vwjwn0pTQ1ohBOBwmpr3TXGM3z4eb3H/mSvCO0vqgcweHC8r5ANJ2MoaTAWcheXLvtAbhdKQE4fXTzm1v9FyxWnDCoIPdsyfrvkP7jHZHcxnB6H0UxN46og76TtdhhnIuYr0R/Vi9N8ZJzmw4bqEzdFAB04bIf/FeiV/94QK38FNKPXOtr7T5C0wKebsgbgC+3BQwjYQpEEMj9Y6akPD0WrjVnWJCK4KunaZjyIMptSsiE+oCwaCbYy+Ncr0x1cH38wzpbZgDhMhaG2/XjdZ3at2YayFpB2/0XbBglGYkC5g3ujOiAq/fsTbo1xvp3TPpx+94+uLMz94Lx5PjpcDLpnzYHbkHwvufYt99Zr1+T80rwXWWEFCbUDwmSoxnJByYlgfiNJMl0mTHJA5Ih2/0vrJMka9OE+/PMz/60QOPz2dSWhAJiERUHNXcGBjquLK9dqw1VPSeXQBw3+07d3dhGpjibZjbWhuaANEBPjEgpDCMSdqQ1sENxkBvyp4HHs1jpOBwzuhtDBJdmPAx4mKk1E43Q1vHu5GAlfdME2U5JsQ6UcDFyCEF0hTIErkjqxHnSNERk4AoLiY6wrpntrVjKgQPrVf225VeNoIsHOczm1W26gYpSQyJM9ulcs1XogPHKByYI+9CrQ4JwvmQoCq32wqtME8JmScu151Sldttp0rj+qK0rKArMTbm44HaYG2CVUP2HQlDr3CXdmJq1D6KnP/lENLZAMCYMYQNga6jeIs6PIp6o/ZKSh7njZwV8fFXuiR/PQqDOF6uxrZurOuFtm343jk4R7UR2lFwqI9YmHGz4+ztzggclfCSNyqK70avG70XHB5TwRMGwotGpmPmBzJ+u1DzDfEB9Z5wfCSxQIGpFA55Y71+xFOgG62DeY+p4eZAa40pzgTGDEBLQ6QhZpR+pdcn9uPv0v2J6TwUiA/zWFl+86Hzshm3MqPuSGuGI/NwcIQ02IvX607phvcHnJ9ZDo88PB+57EK+dCwlojvTg6NZ4f3Dgd/96U94ejjBMmF+ATkQ/YFWh1S4tYqjoDo4jeId0TmERr8zTQUhOkeIAI66N+h2b2+EyXuaerCKCKiHeEzMMdL2PGL+rA9btoyLFVdwYkyTH8rG5lj3G7UX8GnYpsXjewA3Zh2tdTYtw+m4K0sMHOaJUjtrKVw/FoI3TqeEC9x1DQ6RRLdKawPNVvNI6TYzbmul1EpZC7VUvDiWeWHdG6ULU2VQmCfPWZXtsjGJJ3phJZBruZfCSDfhao4mM2/bBd8q3cBZZN+UvCkfts8E72hluD2b1XH6cULRSquKq/yn+RARig4KuLOBqdfWcShBAiFGch+aD4dQa6Pp4EUYgSiNpgPrJyIjBpGA/mXyGP6iHgZcX67kkqnrB+qnb5C3C7MPQ2LaBomoi7JdlKLPRGdMITInRZohbkZaRvoOUrFwF9OEQFMw52hmaDW8eSY6ziomgk6R4Cd8P0E2vMLiFc5GE+F6q8zS6doHJKQVyB4XPWEaQa9pipScsaaYvdHLhrtW2uVrbrVx7TAniAIPRzj6xlupuLrj6YTQsd6YYiQ9zDw8vmP+vPP9h8/k0lgEltPEj9898VyNQ7kRlmdmTpS+s7XM8TwzPz4TT+/BjUi07kaEvbQ8zFptpfUy1oIhDWKRG7oDiW6QoQrUXElLHBqGqMgvTxNy5xx0vUubFecEa53cYVszzkeiCK3D3hTuCsgpjp7XJNAMio7N02XfcL4SnOK6h+7IObPXYRaqe2W7roQvnpkfPD55LreN262yJJgWR5g8ag3pDi9jvb3vld7HKWQEuPThS5GO9yMd6nrrdHvD3FBVRgQ/RXpQQnVjI4ARp0TIRusFq4U4BXKHz28X9lZouQ7tSxdk3dECNStbb0QZEuUQAlRh24ZgSjHEGgK4GHA+0FHAxr9FBOfDfXjIeK2J4BriG2JD4YuDZtDND8+NKt4FTD2GoK2hdvuVrslfi8JQu1Ivbzxq4egVezrzoWXW0lF/t9taR/vOLTuUBXGedIBb23HXnfXWEBfwFXobwBBHATIhJrI6Spchm8aw++zBnCNXHRfQtOLdTAyJQBz7o/DItMy0fSfvK65XvHY0O0I4EsKZ6XTg+HCk5EIrBe1DmyEeamv84vOFP/x0JL7zHCdwCXwKiBVOMSDLguQHWkhAgJNnY2Z5fOapn3h9e0U1oN0RwszzaSLRiOWAo1BkKP8WE1x6xIcTde3oXpBQWXOl5A2vhUOUERQjASGBczQa4kbCUvJprAGvlf3a6TkTgiOmCXFC7X1oTNLwuJgO5eHbW2ZdK602Ho6B87LQm7BeN27bilnjfF7oemBZToM1GQPeNV7XC9tlY3bCu4eF8yGhk7Hmndyh+EivgXlyzNMQQR2OkdYE841mFSWO/l5kDOOc4TKUWofYC8XoHI4TakoNRqvw9noB7fgAaUo4MWY/83lvbLdG2wwfjX0pBFWejyeK7JAcl0839suV4O9Eqd7RPoRlTiNehWJGc3b3hHCXRneEIeOurVBM6C7gnaPm+qetFDGM8FoSMNyk2iMGiDh6G1s2szaEfj5g1d9Pym6clM0IYvdTzr/449eiMNAbun6PLgk7L4S48HAAXj7y6bXQpGJppzcjloX88pE0j36wlcp+Wam5j5dPPeYjTQtdIcUJaQ5XlakLQYY91zk3WHwRoniiBERlcBCdx/mJ2QtxSpxPI1no9dOF15cXilTCNLDp2jLXduZWAi5EkgQCYLWgXVlvL/z8j9/jp43yN4785IsAOvQKrTdkngnPZw6c2FbIJHQLxMlzPkaOXx6xtpKz8vq58TqvvH9nHEOk6wHjwDTMdogI0R8GB9F2llDppVJLYXKG92AkLM6Mvnwc2YMb7VbbDPUj27J6xSvDv2D31xWh6xDhdFWaNryB9o6VguTKjMflTnGF1scpSvoF6VDe4LUK1ymBdJZkLClyWBbqbRvYFDPwkTglZu8IrfKcRqswHyISZ0qD01OA8IbtAWuBbWdoJWRsdZZ54lE80wzbtmJq+GmhBcda67gATQneaH3DhURtlT0EXq+Vbd1G7+9grZV26RyD53h4hN14e91Yb5XoI5MTVq/EKSImNK8gjdA6s4IrDe1KEahWcdLoIeK8QBuybroNCnQdrZwEUGsj6Md5shqNgatTBsFL9J4j0gXEMdk0htA64DS+VYJ4zCX0V5s9/noUBmfGeTJccLzmiX1zvN1mlBOtfcem2+jJaPhww68F2RylF6Rlas54N4EFaqtU25AI1gO1uMFVtE5vOz0mxEZFdebumYIO52HKDfOVlgLTciTEiV4TrQ456vFhHH1ruTJFxzJP+OAJ3uhZsXsQ6zQZrld6y8j1E9sfTfyTHPjF6xf81o8XfvzgyStsCFswSkz0eBqinayoOeweZXY6Lvj+yMvLjYMVYt2QDD6M4BVFMav45KndsW0bmgveKi4ILrjhMbkjyKsTZIoDldY6EcM5h3iHi4HWlV4bUT1BhiDJeiPr4BqkZSHGyOt1RZuNlXCcObiA6yvSGiHoIAuJ42mayDJR9sq+FT69rXj5zGGZ4WHmcD5wThPp+Uxed7ZrxrKQkpAWYZnH7CKEmW6eXIaoaJknzA5IdDTVAWG9D+1yha00UnQjaDZGXAdHoldlvyrrqjSnhMWIdJbF0yVxWyvb+plpUo4PM9e1kd92ylVpCeIcMFXWPXOfVNJypdgvvSGKoQTP0GtYIR48XYRcVqpVghOaeXoXzAXMOjij9Ya5+7A3OGqvmOhYXcpgfdMGCDjcB8peHOZs5EhIIoSMoQgytA4uDFbJr1gZfi0KwyANLCR3GqSatwvXl1c0b0ztja4rVQNdFNV1DMl7oG0XnO44Z3gHScawJpIorkG8h4kFj2+CZugITcGLJ2ggqCfJ+H2jU1sBHCnNHE4HXEtslxvaYJk97eGRrhMxOuZ5IcWJGA/0HnnbC90K3s+czifKa6a2FbY/oP78Rr3+lMund3zxV59o08TleuPlurK+7ITVOBgsvuKdcPCRxTvOc+L4lfB0HolUhzng/NBgYEJvo2jRG7WMY6z0xoCnByRGJHpUK7VWSml4rTgR0v3ibWr03DCVIdjqMIvH4mi6WutjOxGM5EY8u2mndh34+nB/L8/zkKj7MsJ4JDCFyDRX9lRpbyOMJigolatTttyZYyQFz8PhgE4dbcNn4DWRJA1Ph59Zr/sgYIeOUyHYREogTsit83q9ctsze22YGVNK478QoBv7unHtlXXPmCjhELE9Ehsc08INT12HxDjFQJgCvTWyVGrO1NZ5C0oMAbGhvylbppWKd2OF2+5aCVNHwCGVIeuWoflA6yCAW6PXPrABHrwfW6I1F3x0ZB13flCmGMapFsF16EPGhMgY2DpvTM6R8FhaMA/VDHUjJauWEWbzqzx+LQqDc25M+FvmITZ2fWUvH+jblV4u9F6G6IZBOvYSUK8jYBSYYmI5nBDzUMDjsbqB09F7iVBMkHTiDgzEOU8IgpM6hFN4mhZyM/LuWapj8guH2eNR9ptgElARsEpIAZ0WmA54Ir50Yi7ccueyd3g4EU4H9OUFKSuL+0zIHt0a1yvs+p7Xlxuv33ygX1452JXjGb54iARxg6jsRkBKnALz9DCGTxLHhqF2rA9lZG8bqp3SHd7fWYQSUBO8KjF60pzIpcGWUWt473FhoNN7bfTeaa0OibmE0ce6gUdxopS9kLfKno0QItp2tDX2tVDLyJR8eJiYjxGzCa1DDelTwLtHNG6cvWdaxmlKu4z0Kt8JYkxx8A+8T5RaRsS8cziJ9O7wfvAWhEZrjqYjIdqJGxmSdwOZ1k7dC7kUil1p80SfF4TAumdy2wbPITKi4qxhdp9N+U5KQpQRcnt9E1oVgg77P6qUdUfdmG9oH9sXiUYg4OhQGyruTwE/uEDrjh4Y2pE+3KZ+8gOeW5UUhRgdOx1fQCxBV1xvTD6x+ED042RnfbR2WEAbxOjxQfHeUKdUN7D25j2qYya0O2P/S0a7/YU8xDmWWCg2Miae0o7GlesCmhNaCtBQrWCdHhq0EQUeUiBNM9PDI94vXF82atlR6cTU6G2j3YdzIo4YPUikVmGvjXnpeN+oukM4jouvjx2cukg8HznEwHLIRJ+4vLyxrxvqAuYOwEz3CfEryU/c9p3Pa+N1bZxOC4/nR+JaMbuCHfi0FV6+LSgf2b79RPj4C97HjXdn+OIpjdmKHcAGXcnd5xzTNI0V3jXSteGkIw5a00GsQnBNMTcUgs4NIEjVimPBXAS77/Hv4pfSC2qDuRlmYZ7icGCWoQdptQ9dwJwIc0DfLqyXN0yFhI1hpWWwSi2V29uE4wwShurPNRKJafL4FFlEiWlB24SXxHE+kBaPuIyaHwVFPT45QpqIMdBKH2RolLCEgXUTGfh867zeVsreEbuHzLqAJ9PKhu8KvzTC+RF6rB5wjr01ct7ofbyvfDGOj0emJaK2s10KPYcxg+H+cxDBqdKsYv3Op7QOrhE5DIOXM4IoKXbMBmEptITzkRYdfZ7GpsAcKDQKtGk8X3V3KclwlkbvOfrI7GQExiRBfWSvwr4aFvzwqoiMlW4XVIxiCm4U+JyVpnZf+/+LP34tCkMHLumAN0fUCm5mmU+U/ZUtKOaHhRcdwSreRv8UXRpxZuEJC09ImqlByfluB2bHO8VsG6i12Ol2BiLTlP40YLQRaB3QjtNG6J18qLxmRatjOT/z7l3laZm4PSV+/t0Lr2sjRIfISHtqgKUJq0J/Wyk3peyZ+NWJ9w/vkVa41cb+/Xf071+YE7x3O/Fw4d3J8dXXzyzzjNYO3g3Ltxd8dICn9jAyDlyl5o0Ywbuh8AxTQMRDE1x0TMsEZqxrZlsLNV+p2gk+4ILg21AqOjd2/4ZHJBLDgS5CaftY61WltTCm9X7clacJzCoJR3CBFBbEd3Q3Stn49FExi3g1ai0UK5yeTnz11XvSdMKHhd4a3gX2ZtRshDgGcSlGUE+QaUBeFapWajfKVohRWJaZECO+jUFl+bDy8ukz3pTn5yem5NjyMFRNtTPPkTQNZWtDSSmOnZQZWwkjTVoyQkFsGoM8GueHRK2ebg53i+ytk3zn9HigucC6G+ut0JvRS6X7HXGKC/dMiw7eTzQ6KYy794KnxgltSq9CL8Oirr2j3nA2NCLiBO9H9mT0ETd5/MnjDweKeNpN2dpOKx3pSoyRvey0ZngaDcA3HG4Y0dpYif4qj1+LwuC0s36+Ea2jAdbd0Aqt3ii6YuFuGW0jH8DhSMEzpYifnsgtUV8aIW1jCJOMbg1rHueOaBVMZXgPcDinON/pNkjEzuYR4OGNSQJehZ4bt2umzwV3eiQcHji9O5BO7/g+/4JSP9Kdw3plrxvNjUldiUK1DV0vmM18lEz86h2H9EQgs9zemLlwWIynh8RpeSIEj48zqmNVaqEhdESG1bvuhmqh1QxaqO1GKZUQIAQ/FIY2dASqSrU+3hQKKSRcMMLscT5Qcx2cg1YJXu6Bt46yK6+ljal3rzgqToZb75KVbduAjeUAy9GzpBkvR9reaTpUelvfWddXnPOclyMhOq67oXlj31ZaHCarEARHJ0weJyNZC2uEAH5ED5Fz4bZuQ/svI/y3NR3chrLfJdmB94dH2tsbW37D2PBxwsWAlPtm47CMWYE6ehv5GzENi3rvQi47rRtuCtyuK82E5+cDp9PEunVwASdHrPsB9X06kDs0EWoF6RWC4rTjguLCNAjlzRHjDPeWQooyWSQwXicYeovgRtiNuDbgKnpP+HKeeZoIhwPxtBAPh4EW6o7uK1tTWt4IovRSxsmnKdDQe4hN751ggpgi7TfQdp2i5+gyb58Kn7vh60a6bbQNEkIVkBDRHoaVNwohTYR4wCaP10pwndDu6dPJsatQROjNMBJNFTNPvIeA4MHpIBo5AW8d70bGgkyVw0FZWkFvlQ+fNvBn8sNCijNv8satfmAKHs2etmVqrazrlbJfye2KrxlnF7JtfDDj/PSO4wzzOXIIwvvnxPm43PkEEIhj9RWnEWw7OkVEPaVW2n5DesGkEbyOSXZ3mJPh/BS7h/CO10i74RnWX+lCvlYqiqoREcQ8lY6LQpwmWobrZaPsmeOkHE7CNAdK81zfMlIueNeJLFgPbHvgMDlEjMO0cJ49PM6UulHNMYUJL564z4NFsBaqFQ7LkXA4MM/hrr4c3AgfJ5xzlDpWdHnL1G3YEF0ISIfahY+fb5iOuLclHfBHx/HdI9unxuutIEHZ9k6phh09cphpomxbxWw4FcV0xPDNgAlCJMREaTuYsBVBN6FujcdlIi1nylbJu+PtVnDTNGziUyL4irNCbx7xbqxxFJw3LG042+jNITaju8NaGwJ8P1oBCzLMU30ImpozCIqGgEUIwXg8HJD5jG/Ctu/DiNYErYZawRjDVDOoFgb16g59QUY+xq84e/z1KAz4wPF0ZH+9YdcLbb9RayZ1aOIwdw8k9aNvSlMipIV4eEB9h74zh3t0q3dIPCDBsLd6N6O0kXDs73erIH+KADfTETri+5hLpolpjjy9SzycEm/F+Pb7z+Q1sN4Kp8OZ61vm9vKG+BnXA9o2rO7I9kpfX/BWMEbcuis3wvpCcp6je+D0sHA4wHEZaDLrDBecHyrKeIgjy7DqoDojiHSibyCNKgW8R9XTTah1FEALwmkJTHGml0an3dV+Q+esuaEUfAhMMVLLaDWqwcmfERVi31Hd0KJYW0ACKQZOh8pkEWuCdiNfhwko2RD2eC+EGAkxMsmMJA89kW/GJMo0N/ROFYpOgT5UXndWg5iRtwoIvUFvNvb3v5wtmCMkYfYCVyhVUOnseqHHBDFxPDxxubxi2jEbO5nbDu0lj6/VnSV5GkYvhjc3CkJoeD/hfSKSCAo9C5saNTu8ddLEncrsuL510tLwAWK8J2BzGDZzdeR9sEKcG4Iq8YFgfqzIo+DMEDHGu07ZG1hVrA+diDkH1aOzH2yi1jBXSQ+KmCNno+eOHwLJUQDkfqOwAcBxXvD3WUztHRWj+99AgVNpYLJwfgw8mvGxZd5K5uRnCp6sN0JwhDQGTCJ+xFctAfETbROyepwblKDZJR6fnvD6mbLeiNIoajRrQ34sYOLH2k2ELkJ3EKUT0sS0HHl+fuC3vn7PD58ata9M+3eEjyvbhzf09TPnXlhaJ4QDF+lAZpJxx2rdMHE4UR4Pys++FL5+ThwOM0QjLIpPkeD8uLvclZi1dcg6+H6tIWUcD7XlAZmZ+vAViMcqUGE0qca2Z0ppJKkEG7r7OQXi2IWh+MEmuBOhJAiahXIrrPkFQVlC5XRwAwVWoF8ac3IcpkSan9j3wofPK6+3yrtjJhCY4kLvjtqgmaMpiCpeoNwn8Ic0M6UD4myoA6tRbivLYUGSJ/eVsjfaVlGFmGbEGzEEvGdsYvpQYC4p4HG0voNVdNOBU58c1qArwxValevrhevWicE4xY4PDo2Odi828zTjxJH3nbI3lsMBL441N7pFRDzb3hEnLMsJ6WPlGMWTgqOJ0tXjw4KWQMsds4z3Fb2fCNbckH04KJ12zO+o61xLH1b3PpB92B1j0w0wrBu2DT3Cy37BVmNKM27v9HLDsdPqhhdD1e4BOAFvHdVOk5HLgVOcQfgV95W/FoVBa+OybpgmZD4jDxXPSrErsjliD0h3mHN07yF6zAV6E1Qd0Sby9UZ1jt4dyzHhzpHj4WkYV7wRW4A9451DksMCJCaojt46IfiRgZjGZPfaFl7Tj1jPG3OHn3mYgvKyXXlKcPr6C7wEqkbWbeL7l8bVFSbX6bOn9srTEvnZF+/4+uufcDycR7QcY2PgFxkrpy6D0Wh9OOPWnU7B9p1g0LSxa6NjuB4gBOh+/DnvcTQoG952dFOqKT5MmEvUJoOUnOKYXWw7l8uVdb3gvLAcZ87JsyTGKraC+yVa3umYs5SMe1g4PJ+ZjkbCMYWV5hqkiEVH6R01hhakGJgNu1rrhJCQ5JBpHNJCjdTax/F5MOBxEgbrUQuiELQxzYE0T6Pts861TVxeNqQC3pHSgRmj0skq9F1xIUEvSDS8ryAZXyrmJrImjj3x7nlitwY1EGPEOwFTZO9IrTg/k8TjJocdImXfOR0jU3Bc/EJZd5aYWA4HbjmSSyX6xHgrjfCc26bjZqOO0hp+rffMTGNTHaeW5tDWx9o9COoGeEZ0OFjpY2NhoYNF9C2TUxpmQKuYZsRVuvThk1CP75HGaM8MwYobeDnLxN9E27X1ztvrlWyF6DxpPrNYxWnGfGa9CKYLaLwPxwwNCfJY7Ng2QJ61Q2wes8KNgM4RtzziEbyrOJnQ1onek46eWo1SDbWEGIgUDCFX4ZsfCt/1j2iaEB549xA4HCbePSvHufBf/tmRx8cz6w7bbeWf/sE3/P3/8B9zNZBlYlrgy+f3fPnuC06nB8QNYnU3wN01BH3kK4gIZobI2EeHWobWwA2wbVMZ8up1w17GEClNkTin0cs6Y54TMQoi0LsHJsR5unbynkdwa28sQyuJyYC6hGXh8PxIqZ1y25FqiPYhqU1DEJVz4/PLTq7G7aLs186tF8r2RkqRZp2QIoc0k9JdsBM7IY3puo8yDs46Cp3qMM7V1u6FyPBBiLNnmWbMbEBiY8S8Ax8QX6n1FSlGOBxwPqClkw4RUSGXyiEGLAjVNfYYRkH0jpsYpWbqHAjzwiSdtnviHJEEuIRpo5eKo3E6JJ7eLeAdnz7XO4Z/xAKGOeHDMtrV5gmusriZedopc+TjOkJs973TSoEm3MwPTF8zchf0PlcY6Thj3uMZg2OxgZrvzQjJDZdqYGzktI/XugesCGaObgpexnyjC6KK647e78K3OHQPJr+BtmsRI7kMUsml0jpE/4SPRggrWm/0HXqrf4oG9xJoJTMbnGR4/yVC3yumnnUK7ElZloAwI+qRKpA7bo7gAtYKdV9HeGl0EAZrwJUMtwutg0wRFz3f8o6tRdLpxE8fZvwXRw7vFhYdcfTx+R25Gj/84Tcj+s2PC34vHXfbh2fjPudQDBr4wIiuM09eM9Y7zo07gIkM4pSM1SVNoXY84KIjzUJaBlch2nwP2Y3UrpStU4qgRdFWhwNPG3N0LEsgpBPX28b+VnlpG2seFyy1k2S0ISE4QhCOpyO1KB+//0jeBhkp2Uj0Wm8bV+24KXJ6ekRxaPDU1vB1OAO1D0DLfAhMxwBFB/IsN7R32q1irWPO44MHL8SYaF1524YKVRxsNQ9EnBsMiK0U2lZgHxSmKIFZArkqVocwyk9Kmieq0+GpofNpXfFTZHITaU5E81jLPJ4npCYUYTpGzg8nzAeaea7rRi2ZOXhkCZRiXG43eocpRA7TRI6d0pTSxpyh5g69kfedt77j6oDSqBtCMmeCcx4zN/I4ndwNUQO9j4yZGn6wLZx4Shs3sm4FbW2QpenghsXdi8O0DzSfKS6MbIkhsf8NLAzOMeCVDXaFXg0fEntruBLvwJJM1kYHfBt9YpFCLQURjxwTNk3MITFJYHedrSl0YZoWojthrZJZWdeKz568CiITMRoSjWIeutzNWjsemCVxCDNsmasFvEXOD2eubeKxG8EJOUTkeOInv/O7RLewffyMto1W8whAvXv7Bgh10JP7PSUr393M2+2XisSxcTbv0HIXdd1ZxaflMDYLXSml0kyR+/ETc2y9UFvnthVaE+iNZXKkYETziJehylsSU1OsZvJ143pbaXSig9M0M8UxLIskxHu6dGrd0ZZ5PB2Z5pleBUHprSH+ftFLp5ZMax1zgWnySBLKPlqStI87Y9QxQDYxalXEKy45mjn2qkwecqlsW6PWIb8WUaKBmzxb27nlSs/jrjzHyHGe6Htn3xt7V0rVYTSKiSiKLxXNhX4NRALdM3wX0vEOjseFKJHWoYryumbMKS4sLBMEKufTjBD57rvXsT7tDZ+MTTc+3wr7VtjWMhB2rWPa2PcbPY61uEofBikdK0QfoOnwSMjd4YANqfvoOmV8TQ0x6E3p1YCK2XjdQdDe8QYxATqRqQOmC4gOG8AYOPyLP34tCoP4gKRnXNnHycHtnKVTo9DV0xJkN4Q4vcLsYLu+wuRHDqNfBn8gQJ8cKUXObubDxwt13+jTzJ4WlCO9B/bbZ5RKkU6cAhYcBpQOrXWwgvcryRkP3eP7UE0GL8y+kkzI3bN1RTq87sbrFWp4xpad5laC78z39VWaF3waysNW23A1tkavw0yDbtR2wxzEOBGD4nwgPCwAg47cO7020A5tfJ9WK9Mx4VyglMK+VZrmYT12AT875oMfoiDSkC9rw4DpPBHTnZ/ZC1stRB+YpkG8HmP3CXMON3mW04QlN+6yU2I6DYSatjJ6ZRtx8OIjJ3G4CPNJCJPn5bXy9lKoIRKccVqU+eTGxokwkHBtsCZRuJV16B4atAp7z8xe8MFhKQ0s2l4pPRNFCH5oAPDQzcgls+Ub1jrsC4YQu2MOxsFD0Mq1ZG7rymEOPM6RKQYwRwpDjnzLO0UzTiJinm4LW/eYenaNY7PQ65Be18LbtlFLwVRQ12i+UWumaIceAKVrG6rHHgfaog8Fqlmnq2HmEDzBAl4CkkFCwoc0MjTKRqQhrlKcUnUY44KLRBeYpmW8PZyn5NGWeBlZIjH+BoJaEMfpcMK1gdeWxXGwjgZhd5GLH/zFKIq+7uPNWPfBRgwLCkQnNHNcqqMQeU6jl9T1hVYzVVbokZob0Tn23im900PAQqAalFqwUnG+oR5c9Ky1EnrH0cdE/x4wei3w2hxtEz79kLn88Ea5reOHt8SRf4mQ5oVpOWIItMoUHE47ebux5QwqmDXiJEgYsJFSjZYbUR3Oe7qOVKYpBUQ92crAjyXPdHqga0C3jPUNUSX4gKqjNqHvnh4CTjq1Gr0r5+OB5TDTtoyWQtRC0gkvQvQTuImiQnaOJI4pLshZximlA9UR53DPtkj4YEgfq8ZpSpzmccrYW0ZvF1pXliRDk6BGdGPFacCUEs2M1kbBDLGzbcMx61wgJobCD7lf/MNT0WycJGIdXAiJjnSccVtGW8WpQqvU64U4JQ4pMk0OlcHfaHv+U8AsKWD3aIIpOM5+oq1K3m/k3mhN6NVzyaO1KXc2ZtVKR9Bm3G4b9DH0q7VTqlKKATPahO42zO4BSFHRbpQKFsBcQEVpXUkOUvAE58aKXdwArqgNqKtTcJ4YItVk6FTEE3554fvhH/LqR3q4Kt4L0/SXlF35F/04kEhhJojRnWf2ULQS6XgmZB2gjK5GrjvqFWxoznNV8mUjd+GmER83LvmFR+2EoOSaCT6RdGaZoHdHz4Kvgf7LNaEDK8O4ckiJZR4xHuQV5gNRhNrgZTP0avgPmdwd/VZZf/4Gnz8g7YZLI/tAvZHizLwsKEIZxxHm0BEqIRqHY2DfCk4ceEfHk5sNY1RVVGVEiznDnCccFqbmsWyUXNneMuv6GXFHkkuk+ZEUjSQDOnt529hfL7zcLqMta55wP362AtY627VT2yiG0StT8qR5oXTh7XLBt8bsISwTuEBed1wFqTvH48wcEjF4zAn7dqXkGxsTdKhbo5aNEOD0OGPWcAVqbqOHDnG0TzYgvw3j9JgIk1BskJd8gKeURiyC81xbpuUNy41jnJliYGs39lLpKn+KI3EIwUH0jcMcSWkYr663AbudMeY0MfmAMDJLRpRdYooTLyXjYiRIQ3OhtEy9VZCIIFSt7L3R6wiTWTdF2/ieS7OBiK8JWocUUNlpKnQB8RXrimdCS6fdSdrBO5aYSMIgTwF4qJoHIVvciJ2rESNgKN11QjSqNYRxouk6VK/Ddq2Ig1p+tevx16YwTGEnJ2icSH4CcSQXqXJjLoFe37B2gZAH0++WYRO8v3L1BYsn6A4XrviecOLYZKyltB0gCscHx+NhpAs/35RiE29b5va6sjtjjp7pceL3fudn/N5P3tNz4/d/8cpr3jj0zkJDa0HXT3z8dqF/iKS6Em4/oOsb0jNRA+rAhwlkohWg72jZEGC/r/MQxXohuD488+LwPiECtVZCcvhotKaUtaErXD9uBO+Zg+O4JKY0LLiNlXlRTg/H0RKVEUYSTw5pK6qNsEErGy0bt75TbhOCoAUul1eUAtKZjzthGjGB15c3ojceHxbmuuDChApskklbIEhhOkf2rY2o+e0G1rHLhRo80xSYwlgD9jpxOB2J8/CWCJV+W1nLgNWklGgqlOs9JFY80iuLT8yHwLYZnZn88srt7Y1D9MiyUGchZ0H3kSDtxYjTmKXIPg3vhw0laK0NM88hRL58PrCcZpAIbsL7gAtKnBeyOap6AgviFAsBOXRaVlqzkXSdM7dSaa3Qe6fkRldPVmXtO2qFdIffNrehVofK0wKaA1kheSEF7ri2iDiliqJWMXMEE5wVPIqJp2DsTYmuDbm8vxEt4muFdqZN05gnFCX2iCI0aYh1fPsN1DE4wKWIuUFrjgqRRLU0rLu+YNzoGmkaxuDO3+3SKhTX6UnwvvE8yRAwxYC6u1stDyzWQQ6cHxfSY8K2G1WM8HKjt3141r0jPH7Bb/3ev8S/+l/7bd6fZ/5vf/8X/O//3t+n10Y4CcEpUi5MeiNJZ6Li+4oLDUlu5Cg4R/Rgmge8o7ehxmt9mMEQhkYrIC7SUEQ8McYBVOmBpgo9In0cseUO6whaUHP4EEhzxJCxYdjXOxJeyLmPrEprQwkXHM9PT8hpoMiLVpwMEZIi2OTYmrCWzu2Hj1g3gvc8LIHTaSZERhYiAYmJEBN9c+ybgO0ss2NahhU9b426VWwXJM74eYIYKd2wNROj4FPCnCersOaMt/Fv3G+Nt+8u1LZzOBwQoNXCPjtqAecavbXh85gj1o11bTRziFPEC8sU6eKH4UyF2vIA0qTI+fGE2mAtHE8Th9MycjV8pJln2xsfPm/sWdlWvWtHjNIYXyuQ94JQqXUFrVgfKPw9dHqREV2nnpQmgm/YiO0CfpmpIZiFsaaNju4YcmpzOHX0rjjC/fWppNI4TAn8xNo2+iKDSGZ+PIdziN2j/yRSZKc7RZsfyWQ0VG/E8BtYGMQ5LJ1AhCAdK51M5FIDtE5hp/tCcZ0inRozThrWBdxCdLDYAQkn3MER6Ig4/Jx4SAm9Vmr1FB946QtP6R1zeAYtPNoNroK9fCaro8ozl/AV2+EZ927it//lJ/q//4doKQidxSlSMlM15tiIwdBg3COcSdOYLQS7h7KaUvpAtIsZXhiafRX0biBSBbNMazb227WjzagUYoo8PDwiVlGtqA5fhE4j5LXlRt07NTc22wnJmOZInBe6CSaJUiq1GClE0jGR/Mwyew4psu4N++SZ1sx0vfH29pnuKo/nE4/vT5wez5g5tl2p3aO9koJDZ8NU6XovhMENLwuRg98pzXAhDe6DG0pN3YaPoUel9k4vFTGBZqhUgjlOfsHHiRAh17GZuHx6Ga0YRpwhTA6NQrbK7BdcmoFO18a+b1h3DG+TsvjAISUejkfm04FcGqawXxSthdNzIJ0G4FZqYHu9kteCcDdduU7txrpWttyouUKvmBQIDiWwZaW0sZosxfBz4PzwhKudcr3R9DNqkdzbsIcbqBa6OCQFugm0sXlxDCgv938DHkIIeJcITgkKyBj0+nSiV09MM9NyRn0gaMU5oYrSgdagdE+z38B1ZUe42YRvSsNR+kLtjdeeCTUPlLb3hEmQbriqeAv3vks5xjMnf0L9xGYdzOEljtlEnJAlD74eHrs2yufC13/la754cpxD4/qzL/j7/9E/5ve/2cgV/tmfNP7e7zv+hnikQDp8zWH9wGyFUDxSOk6uI9FZPIRwvzgSISQc48TgBLZtHzAU7UTvRu6AGWvptGpohxTHxkNoGIqfBa/C3jo+xnuQriPvnVKgu0boerfVwhwTs3O0pki00RtPM9HHsT4rbejlA8TSiWZ0H9nmRJsiy4PydF7Q5wNvLxPbertLpwNNx2DrMDt6M9ZcqH0AUqYl8HieOR0TrYxV3TQP9sIsAR8TIXn2faxRhwK8k/fOuu3Qd46HmQmH1BGUMz3OhOAHj1Ery6lzuxZur69ILyyHhe6mAS9zkeUQcbGxV0e5OmpVzlPi4DzFZaJzHA8zx+WAD4nWAybj+ygt0zTh1aNqiDjmFLBcaGbUtt2FaJC3RsmZ1nZaL0O1aYHchK062g6lZErNzOEw1o4hsrudkmeMjNpYIfeqiDJOUaaIOkxHUExMfgCQTUdAT3RkiSS3jFNka1gwVCutJLQl/Ow4LIHJHUjqsUNgzZXL9YqzTrQDrf0GKh+1G9drZdkaZh2t28Bqy7AZp+iZTgeonXodyc2Tc1QpdCe4KTIdAyoN1ztxSuAjEiK1jUFUCo4UPY+nM9fecEvgr/zej/nrP1pIKrz7+hH+z/+Q15vx8kff83/dFv69f/DIOwrv4jt+9P6Nw9wRLXTXiL4gomgbXDOfJryPaB84NETpdWPfbrRah8oRj2tu9Pam4AwvgXmZSBFKzvSqrLmOFsSgtY1920eWo8EhJeb5AAj7ulNLwYdB7AlxTMRv18q6rcQ4U6rSquFdIXhFcNS9cr1stPiGRGGehOlh4fD4jD8unC43+rbxlo0fvnkZx/DjgRgSc/RIVfK1jaFbcHeNho3hWYp0FUptw9mnQwyV7yeW4McM4OATycWROSFDh6EIRKGFwLYVcm6EKPizY/GJyc3ENFG6o2TDEbnkQsuFUhxlLSyx85OvTixp4YePV8peOJ+PPD09Ij6hn1dCiOBvo2D7QGmRbdtBlNN5+G8+fq5cN3ABWhl/R6+FvezkvtEB5yZqE9rWaE3pPaO9s6+Nlx8+EaJwvW70njDJGBXTkfOAOrR5yOMkhCk+CoRIlTFYrG6kgYuNoNuiDHOcjVOYiwELnpt6kh44zSeYDoTpRPn+M42Ck0aI92TyX+Hxa1EY0MZ6+Q4pxiLGrI04O8RVvEFIE1Y9/VaoaWGXglrGJUeKJ47nJ45PB1LwbLed7jzpYWE6zkRvhD5yBtQi+6ETlxPTceHx+ZnpHMArv/ev/lf52ft3/P6f/IL/8B9+5uO3O/wJPJwbP/76zDI1xArONSTJWBvdMwGN8XGvDSceIuS2UdcrfctYb2itVMl3tFccYJC7Z2bvRrGBF+rdIdaRktGSB45eFB898/GAX5SwTKg5nOuQC+I8c5iJWtm3StnrAI/eLoQYmJInJiFKZY4T4XTidbvx7fcfsN6R00IGtlsbSdYWR85C2CmvN/oGk1PssBBd5DFFrpNjzysv33zERZjmyOm8MC2ReQo4GmKZkneiNUKYcH54G5yrLJNjTmfEhK2tg4Lmxkqy1MLb9cq+55EF0eE4TUznA10g9w3xgpfObVPWW0a7x1OJRxtcg+aY5yfS1Dk+zvjDhHORY4sDjioOpNEksm9Cr5EpGSGMSLuX65XXa0HbDS07QQ3fHC57ghs0LXOBtit1Y2yw2BGZaM24bR/wtdPva2BVEDdReqP+0jlqlRDiMNFZx7pHq0NbQJuNljMO6XhvO6qK9xMJwQPHQ8TmA5+uie8+w94LU3jCrsLlsuNbR3ql6xhg/iqPX4vCYNqo+wfUhkloOUT8IkzaCWV8HmVmUUewwh99uLB3G07I+YEpHVhOJx4ejixvmS6B5enM4SFyPkAU4fo67irqHBfxaErcTKjmOTbhi3TE/pXf5cvf/QrcP+Ef/YOfczgWDjMclgmxQLNC0/HDFB/xOKKfMGm0XsesxAUcQm+dVvuw4/aKaCaGiUMw4uRoFig68gPiPA2KjzIyG5Pj/PyA1U7eN2qrI4cheWQPvK6FAphTAn4gyCXipplTgj1lZFtHdsHkmeZ5CHdKo/VO1o6fZtLhgO6vRDJ6e2HvsFZQ7wexCXh4fGQOw6NSyyAYe+9wqRIatG2n7p3oDnRmNhtqwRYMLRvTciROwr4rZo4oyjRFyt7YroXWjdwqXga/MJijm7FvK2aDMuUkgzZut4wLYeRH+jEETd7RfKVZZ57iUBP2gMjEnGYIw6/R+lhvT8uMc3FY5qfG6/XGlnfED+r4+qny8tLpzdFKZl/f8K3hnMebEKwM4nJv4O5J0laGXFrA2YANGxkfO9O04GulNqG2SCANSBA7PgLScTI4Gtqh74ahOBFCVIKvGJXgFnyYSGmhy1iL1ih4xg/N3ZR8uXBbja4NyorXG45C7Y3W/4J1DCLyvwT+B8D3ZvZfuX/tHfDvAL8N/AHwt8zss4gI8D8F/vvACvyPzOw/+PP+jt6VlC8QFrI88nJYSOeJt4/Gl/Mzv/M7P+K/9FvvCH3jP/j7/xHf/N0P7OsF1wO7ePx8YpkfePfwyI9OY+g3H554/8UTj+8c2oWPy43XtzfCEjjJzLvliO9CaUqahvVZUPryyPKzn3D67jNTm4hh+OIDSrCJbqMImA9IiMNjoYFgivaRtNyuSqtDoRh9IIaF0B2I0V0luhEPX3obCPuimCql7Wgf+3k/L+ikQ8SVKwFHSolMY399o9ZM8AZTouCJzmHTTNNCq9C9Q1vDeicJyDRRfeTTD594+/Q63sTBI8sMyZGmCa0Fi2OQltLMMkVSChxPM3nP3N42Ju9IIQwmwMHz/PyMyGh/9ttKrcq25JGHWep4w+tISFIM00bYPPu2c7vdaK2yHA4gxuul4P2gH/ecmeeJED0qQnQyCm4eWQ4xTOM5UyVqwpWNw3lE2E3TzBI9lTByO+9pTqId7xrLIVDUoX1Ga0XYCYBWx3bd8eKZAnjZcXIlps5xnvFhxudAro3JInGa6SeP8UAthes1s+2FZkoMj7gOczhSpjaCeTE0jlCcvck9hi4gTuh0zDGyP7QQ08SyzPcsy0jTSErLKCYtIx5uu6GlomVY0Jsaesn3E0qmk+9FxBH8X7zy8X8F/M+Af/vPfO1vA3/XzP6OiPzt++f/BvDfA373/t9/E/if33/95z9UmWPBh8hWOy8/ZNzFaDVyfJrwP/qa57/+yMk3fmeZefh//MdYfUNkorpIcYGWZuRw4vHwwGmZmOYD77585OkLR+9CPK7YN0LTxJfPz3z1o0fezQGvSu4j3VnN+OEm/LAudDtT94+Ya7gYSW7CoWhTWi+ADTehJIpVejdaHbmB1hu+dVpVSg/M8wRBUGsDwtKHkMiFyPW6s9cVAVSG/TtKxEsYU/GibNd9qPziCKZ13jh5j5M7Y9A8172w5YZQGUpsT6k7rTb2XGgf3piWRM5XtvUTmPLw/Eia0sh8jAsxLoMKvd23BXXkRue1s5fOViprr0xTxXQGF/GHBe8hsSNrJb9s9P2C94lfZn5ttxtOhNY667rjHcxzoqxXGo3pEFCDTx8/02vn6fHAw3lhnhJmkW6NmOBwTpRrIfgjGiLNGydzKJHmBsx2Wga2zSTgZLq/xf2db2+oN4pEushI5vaHsQ5UI9cVk3J3qzp++tMv6HVCUB7Pj6S4sOUyzGTAdDwS5wUfA3v1fPrwLZfPH9DcoAccjuUQWd2Nt8vG5S2z50ptOpzCIyFi8C1RVJSYKj5E5mnE+jWL+DBjd+ZCvSleE+YKJoPHIAJNjK4KtYxMFSuIH0hD5xzwF4x2M7P/i4j89v/Hl/8m8K/dP/63gL/HKAx/E/i3zcyAf09EnkTkx2b2zT/v7xCBZX7ki3fP1N5Z91eiO3Ldhc+18YvdeDUQIv7hPc9f/lX2lx/oYRoILK+k88xbF75Y3qFPZzbvWA8LaRFua+c1HrAvfsr6uXNaZo5PnmluhOBZTfjubefDNlO+L9y+vRIo+Kkxh0TQheA9QgE/OAg+CrMzRBtUG3kO6ockWYbP35GpPQMe50cYTe+NrQj+rvANyXB3TYPqhLiIujDyFgWcVZZQsV5wulPF4Xwgpok0BebjTFN4ebmwv1XMCqfjkRQi0/HEvl/Z1pVeOusO3itPD4GmnTQpc4g4dexboaGoswEhRZC90ItyuQ3vxuQCuVVulzc8+7APy5BrH2PicPTcemOvgtpwVx7PZ+Z5xkqm10LoUGvhPB85n3/Ep/WNIh3fIYq79/M7Xz4/4IJn2z3mPLJUNGbCFJhsJjuHn4WDW7DJ6FqRBDIJhERXPy58SYgf0BUXHeqVeg/nFRWO8UDPQ6jkXELTPE5MMXA8/RZNd5oa83zEuwTd2G47qoafAvEw41Og7IH377+m548E1+hlpndDUqbj+fTxez7+8A0/fPjAvhm9HBAZTBGTMYg2UXx040J2kesK3idcdDjLtH6jViVYwkWwrsRpog9r3WghLOOSEIJipCG0w2gt/8UWhv8fjx/9mYv9W+BH949/Cvzxn/n//uT+tX9uYTCEVY+Uw4mHh8SxNvo+s+nGS/X8x98ZD986fvsRfv7iqNMz0/SeNlAWFOtkc6h6fv9S+NFBCFNju2w0O3J7c3y+wecyTFnvneeQPCl0NuDjFT79INjLBi+fONYfsMkgHUaoqxtHUR8jkwt0vePo44woJNeozqhmoBEnRgqMlkFAAuCN2u8pztVgVyQqOCXEA2IJ58Cska+ZvlXENWobw0UXFtSMaG6Yb3RoAnbNhOgIwaihkzew9v/m7t9CbV3XPT/o97yH79Ba672PwzytU+1du2pbVUlFY/CAXgW8FcQbSW4UDZZCCm+8EEWIEIJeeCAgCCUJomBC7gwSEIJCRCoEJanTlirXzj6tteZxjNF7b4fv+97D83jxfGPOuXYd9ppFUc5lW0zWmH300WcbrbX38DzP///7L4SpozLyMk68HJSWhMWURRu1ZY7DzBBchisKIQbaVricz9zNM3f394xzorSVy83dgSlOjNNEqYV2ubIuhbJdsDkyvbgjTjM5H6FXbhdjXTsxLbz68MGzJXvn7vUDy/OVtRkyzOQeseWM2MbpNAIQh4nLCnlo5GFgmEbCdPJE4Kj0rTOEgTjcMw4zgU6n0GKH4HyDLNERc0TPtIyBjno3PwgxZR9RJsUi5B7Ic2bUE4p4wlgKdHUBkwAxDS4oCpneOiFGch5JKRFGZUwTUX5EjhntwtZWulYM5TQdeXn3gg8//JjaVsqlYg1ySAxDBhFqLagYMWVK67y9nLnVxm2LfLm9ocsCQ6SXlaYLhImtVwgbooHR+o7HF071RJ6EcDfQa2QL/5i9EmZmIvLdgHKAiPwl4C8BnI4vWa6Vn7+tPOcXTNM9W1u5EphUOH9x5ae/d0c/dfoamFqmy8RmN5at0Hvhyz94x/CQeZyeeLcGXry454cvjN+6Vz64r5wfC599mXgYOpcunCvc58jT1vnDny/YZ3Bnz0y1UELgJoFisPXKgANLjbT72pNPH8gYitqKqXqTUSAGpx97H1ix7onQQXWfsiTPODBvBlpvyP6BjjEz3UfMjNahFaGrkGNGRBgE5mMihsi75xuPXzwyBMgpMMRAOCSCGbELYSikLEg6EoeJph0JgfNlYesGMiCDYK1Rlk6tQqvG0s/INGDTxHS8J53uuC4FJXGaD45bK0eenq5cLwtba7x9tyDBGKYDFjxe73hMjHOgSmUpylaV03zi8IOX3D77ii9+9obDODDGgTRH+lGZ7k4Mw4yFgIn7Nob53glTZhB0T9/2hrBqIEyJnF0AZOaGrhQSYdgFZF0xU+pW0CaknLy5F6PfHBy7SzdhnFwDYuZ+BdTj63utfvWPO4cT2S30rmhNrWB0hjzCLm4bQnKCdgwMh5l5vufFRx/5ZlFcvzBn76OYuTKxg2snrLMsT6yXlS8+v/HzOfLl5UueboVLq9TemYcBrSsp4DmsUpnCkS6Vj0/Gb//WbzJ8/Amfv7nw6Zdvv9P6/IfdGD5/XyKIyA+AL/av/xz4ybe+78f71/6uh5n9FeCvAHz0+kcmj2+pHd6uI+lkUG6EuvDj08AwXzmsz7w4jExJ+FwaJUQCA63duJ3P2G2gvOm0wztuXz1yfv0Dto/uyKeBVy9GnsOGPr2hHweez5G/84Xy1RHWdePy889Jb1fgQg6J1hpdIYbk0BXtvvBDAHW5cE4ZkU61ylo3rOlOYGoQMq059KNZo9eKVPEAUoWUMzkFsgzet9BK7VdaF+gT8XBiyBnd8xeimKO+WkGbYi0xHgbGeeBkHS3r1zmN5IS0iTQnxgdhTDPrubNuxm1Z3WhURsq60GyhLYmcE5enJ0pdmefEcZxwR3DyJKi4a/ibedp165Q4oseRentDXS6U25UhNHos9KEz392RpojmiRQGlsuZy/OVfqcM40RtDV1W8pA4HCeGYySOiTQeicM9vUdElHEUhIG+dFCwjG9m6nb02CqWsmdmdEOa25d1cugLugNQugMhTV01aFFJeSLGTG2d1g3dPLpPozdNpam7NDEkKibd58vqOSdmAs01GLaj7dWaB9kHgT1LM8VIzAPdfAoVaAwWGWJCd/1JSh7SDGFPnjSC3aNN+PGPhY8+/ZDf+enfov/sC2q47sKlQCehbfM/EyNhaLy+n/jP/Od/m9/+T/8XaeXEb143/ubnb/fV9qs9/mE3hn8b+G8A/7P9//9P3/r6XxaRfxNvOj79Sf0Ffyh9eyKFAW1fUB7fEpNjw29xot8aTAvry4H51Uh/MXH9bMS2PVJNN8rzW9rthl5Arwm5PvLzx9/kF5dEngde9Suv4o1EozxFvmqBz/rKwRbi23eU2zuKbIx5ZBxGxuBZCdabm6LmiRDH3cFmrHWFpg4mqR2akbJ3+juGBjxtKAykGCl7FkKMrrJr3UhzJu59odg6W/U6XJ9gHBOqTrlOEshDQKNQQqOHgObM4TST70a2y0IwT0iOAdpiXNZCyYE6Tyyls1wLt8vNJypWyGa028rtWchDIqWKhsaQvfveLLE933g8d9qOH69rYX16dtu4ZXLKnOaZDx8O9LpgDTC4lsZt7fSovH1+x5QSugjbeWNdL6QhMoTEBz96xTwfmO4OpOTPI44HNIwE9jToUGlXx8kHol/nU6b3joUGZaWvDe2BrAEt7m0YDp5RkSKgoM0BOSj0WgChET1Vuqr7UcQ89q8UT7BCHGSdHKhKxEHEe46GmdCba1gwl6rTzUtHccCK2Q6CTb7UogRSGsgxkSTSo7kfyAMmCDG778EgMkEIzA8j8e5ICZFl/R3q+jPOl5W+rn5j7QEjkNKR4RR49fEP+eDP/zNsr35CKHe8+mRklr/n+fz3ffwq48p/A280fiAiPwP+JXxD+LdE5F8A/gD4r+3f/u/go8qf4uPK/+av8iS6dR63L5haYLx5028NIxx+zLpd2Mw4tEbtgakmPm0HntcBXY0MpHlFbUHLDN0YGkyXhtw2Sn1Lmo4cXkx89MOBu4NwXb5ifPvGcyGlINy4pUIvQhEX4AwiPpOWhIZItokcMrxn7Zg4028LRE1Ap7dK0cpaKsF87BWCZwrGHJnHkTlPe8KTsjZjU5fHDjIwJ/cMxKhMA6gktrWizWvnGCAOma0HTGekHzAZqQq3642cKodDIgUnGZWvAkv0HMe6KpfnK7UX5lPm/u5IHCPlcuV6fcOLT15yGl46DHWcIBgsC5d3z5RtZciJYRgYhsHzJZ83ns9n5OULhsMLji/uSXnH8b+5snx1JW6F0aoH1IbEOEKXzpwyL1684HD3gjwekDSizY1GMR2IwW3c4J14a4r25gj5IZHySAudrSph6KhFKMk9EqXSt9XxedNInma/Zmj015GNEEFkcBR+c12CTwXFXa/79MjEd5WOIdHTz7zfY4TW6GV3Lr632acRk4CoU5W0dbQqQfy2Z6LEwQ2DkpOnrGtDeoAQkBRIKZEl+1QoKCELMSZkfOBP2Z/huTSH/fTOZXliKxtDnhjGmdPhHjkYn9rMf/BHJ344PTAOmXmDF3fzr74r8KtNJf75v89v/Zf+Ht9rwL/4nZ4B3l0t1zOlQZBn4twp6ci0DeRoLHZgLYWnzy9cfyrkyzumdYOq2CxM08Q0wtMX3UNstdLDl+7Z78Zf/PFv8Gc+8ZO7diW2jfN65jQMCEYlEPqIaaFtjaV2moiXC0Py4bIabDvdOPvuLiGQxJ1yKupXVA1+zW0rIcc91FRRPLjUu/URURd2dasMOXCYDozxyLat1DggWRiDY997VTTAOA30MlBuZ57evWU5NFQ7tZ0p65WEAgPH08QkmbdfXrheF0IK3N0deflq4PnWiDkSx5H71xPpwxf80R92rmtlYKZaZdxzHJDMeLhHq9G2wjRlxrsXVFXuFYastHLj+TGjNjC/GOm20TQxTJEhCTEfmU4niAP32hHr+4x+JuSREAbHR/eEmRHH4WvOpdWONMec5Sn6jWIIxOQy9zhlwuRW41ZAt04wI0nEkncCrIN1cW1HF1IwB9ROmWBC3/ag5CiEnAC/DThWzRvjJhERP5VbqZStIrtSUzBUG8RAFMGCUetGKx2tDVR2jHt3zppBsOSWanH1jMMmfHMyHAe/h5AhMZNy5BDg9Sev+I30T6LxAcu/Q/ujn2Lyjmk+MB1fQBrpplyuwn/4Oz/nZ08HfvMHH/BbHyR+/OGvIajFDJ5vkZgKkUJ4zrRaKOPCeDzQb3fcjlfupplDbki9MZlSqJAjw8NLXr96RS9veXd7ZhiUkDtlEsJp4vR64M/+E5+wLMovfvoz6vmR53KlrgOTeCrVSYU+RG6l0XZm4JTxLEUT5lmQ5m+eAsRAyp4l0Lu6lz9lokzEPEDdXPseMiyNcqncbjdq3shTJkr3MqEXsnhsehtHWsisj0ovKzFEz0gw86xKAfpIsgvb+St0Oe+j08Y4KPVaeX6+cLj7mPFwRMONx+cbcciMp5nXryfyHSyL8ny9ogaH+cDw8CGfffo59nwGhBifick4pIH744H704lWC1EC5bKylMIclIeTQ1vPlxuPX0IpRyQawTKnly9IcyLmI2m4o/dAEkhJPbXZvEYPZh7zFhIhZ/p+U6CrZytUnwbk00geMmFMdFMM52OmeATpaFix2D11Wu/9hiVhT58qqDaP+AuQp7wLhxIxBne6mic2BXH4rO05D71VuiopCUl2rUptDHkk5dFR+xgSfBsxNVot1FKxagwho9HvmSZGDJAwBhOiRAp7/WV9h6w0RCNR4i7dTntYr3E8jryKE5f+ATW+RuKB5y/+gKqNNWZanngxGsPN6O9+l8fnC5frbzI9fMRHpx99pzX5vdgYwBGDFoTWMwnIh5VhWpBYadcr620kP7zgRRCG1Ni6v6SlD7DcY3kgf3DPXWkk4ASMYyCPlcct8Le/SOS1cF0SizXi9gxhpsUDw5TQ+8Q8jcRt4Pp4o20r9EomMMRICCfa0NFWYav0daNLpKGEYHQ1krmlWmpEdWRdvEtel0ZCOY5CHqMHrzS3HgfANLDdOtfrla1VytLounI8zKQwkCUhzSiXSuUdQuHFiyOYMMyR6TSQcsDKkcc3b3j3aWE8TKQwMg5g+sx6qzzmO6Zh5JQGlmXj+ct3vA1vETFe38+c316oi7v8ihXGuwPhNHB69YL5bqahPD3dSOvA8QCn+wcuTwt5e6LXFTawnDm9fMX04kiPyZmdt05fNoIYfdhZj6pe/w8RGV3DkGJmiEJphSpGSILEwSnJSSA4h0AXpVbFRtyc1J1GlcRIozCETFNHqUNEUoBQyYOgrdJbIJRMz4Ykz18w9aafRXHXLIL2hpoihtuge9ut4uoE3x2PH7rR+7bX+w1RZ4H2ahRRkjWCJHKKxODvP6mi0lyEJO81K0JUhVBd7h4zWXwS8j7VOrfOMBnjD37EqwpjGvjyy5/z3DbqduFJE1hhMKHefsYXb5WfX1+Tzt8t1vZ7sTEYnTwU+taZQmYcEuOdMd9HxnhAbnBZlHM/87YKL7kjNiWmjbA2tnZjOwx8/HIi4rPxhzzw4vSC4e4BLbD9/pec147pjcNhIqWTpwBrwXqgLYHLdqX0TqOSDokxD4zzyDjvV148/gxt9G318kINC9CjuCipG0JnnBOjGW1bGWYlJncVpjxSm8tgU1NSHMl5IAwDlErdOjm5wOb0YmbIR7QJbSuY+kZSigtXUgoc7kbGSTCBdUictsL69kx9fEJi5+XDwHW5sVwf2c5Xjod7Tod7PLfuxnJeGMbMiz/1A16/vuP6fEVMuZyf6BUutw05drSBn3UHYgissTGkA8PDgft4gN0aLzmQ5nskZ399qnrNXxcn8sSEiWdqCJnQIfTsQF5xbL7s+oquzk7w7AWfzOgOxe21OEgVRVpAt4p4xNh+G8A1DfsnLA6BEBItuDS7awULDkXxb3among2B24L8RxI8Z/TTYkA1tG2EtLkZZDAPs8G2Re+GIa7ag1FpBNiJiWHtdTmcYEhJcIu2cYMbeowmwCSFEl9f92i8z3EqM24tkC/e83hh7/FVDvh7We0beFSCsecSR1uy42ff/oZ63/0U75ox++0Jr8XG0MIgfvTEVJksiPDeGS6G5juBpAD9tCZW2W+XfnyekP7lRy91rwT5TQIh9x5OSr393fMAocwMc8HiCNrX9kuK7VuGBs5DgzpQLfVZ/LW6NvFQaxWqdoI00yPkS4ZJe8ZAIoKe3pSI4pCDLQY6MnxYbkZY/bnrtbZaEiOnsKUXdvQeqU3Y5CRIWZCHmEckbYwBqUmgcHQMLgKEqPvoSQ9NjaNrGtnGA2pisTJWZhlJYTG4eRIONKA2QPJhPPTM/W6kAdjWW8gRkqJ+9mbkBY9KGeeDvRijPHI+fEdb94+03qgb9U3yeGAxozMBxaNhBCYXkwMg/MxSq9uK8dvS703z46URsgRmRIQ3H4uXiYF20d9O2AnpUyzhgU3BAkgZqh2rKg3KrXv04ZOtIyoYQ20dggecx/flwd4WaEhk5PrD9yfmFx9FlyFKnF3gJu5Pdp8ihDFtxfZ+ZAiDfB+iVnHLOxZtsHLvxxRAs2UWioD4oCd2qlRkCCoqje4c/JR5V4yCsEl6urmOK0Q8UAZw3UTS29cL6A3YTy+hA8+IK9njs9vWPuVKoNng/bGtjzxB3/n/03K/4ibj/84HhIi83jHMA20OtLigRInAjPXHrAJplHI8cCH4Uxbrogo0zDxweHEq+OJu4c7xikwjZAipJBIMdGj0PqVom7Vpne2SyRFbxiOh5lMZt2udB280dY7mzgJZwyD5x5opwWQFEEzbrvSrxuPfnvojgMbJ4i7j99WgiSGfM847BToUpAYSDmQx4TkTK14OIsYXQOydda+obOfdBICbetsrdCrUddCWxUpiTomEBzQkiI6DUT120ggsm0BTgNytzLNE43kRrMxoAJb7VxvxlFgGCMhGilkDseJeUhM88Dh/kA8zKR8IIaBJjtqvwNjRFKC4DW67k1aCYGYBM1CkpGYIkZGcbJzDgHoIB1HKKU9xo+d5dCw92Es5mld3TyNCYRo2ZO4ut86tRuigYB6uHFTD7M0FzKl7IYqVd+Awr7g/TRWgqiLmNQb4mKBIEaIwRuU7jwjxdGZGwZox0QRcXOUM2szQ3BPffy6JOn0Yrvb1t+rECCN3XsdKZCD//0N//uK+IbRe0K6YaHTevDMEOsUa3SEfHjJ4fiWSw6w7qK5XClUvw0txtvf+9vfaU1+LzYG653L80qaDqwh0wPEtpEujUJES2bIE7NNnEIgj8bdJDwcJj55eM3D4cQ0RWKsxNBJQ6DWzno7Y7l64vAonvvY1JtdCq02qiVSzsDAJkLdTzezSgyZlEZynNGt0c0IKRMHoW+7fgH/YAbxNz1YZwgQzbMfTf0DvrQNbYGU98aaGGHKpDs3I9Vb3ePmhGxKjJHhcGA4HrGQKDf/741hIB+F0+GAtopoIeIuykhkyBM2j5TWWUsjhECPiU0Cx9MD968/YFsd5CI5eHrVZeX27kbSRGhCHDLHl0dOMpDiCAzE+egk42E/Na8N27xBqLhbtKMu4qqGhADRE7vzlKH5QjRRggRyiASBrrpHqCVCivvrqVgtUApRhZ79yg9hLxP2EJZm9ObZIkGUTke7ElonZE+OFnGNgcTgo0YEaX5qB7P9prKXD4Jv8N3TtkMwJCVXYWKI4j9Lst+JVL9WLKr4yBEJLp8m+kYk+MbU1ZkctdNVkJ7IY6DXjmbzjNHsUQYd+5rpaMFt7h2X0q+3wHYTziYsrXIqjTEdme9e0qYTWs7EPPE+oa5rIeiCfvWz77Qmvxcbg5qxrZ7dt+qZVVfnFuaRGEdkM5pl2jwTX0y8Ot7z+mHgxZx5eZzJyZDgkV3jMLh2XV06ey6FRQsyOX/QdKZpo7WFoGBto+TAOjSsuo062kCie1R6M7R0l5zGBCb0qvssKVN78Q+2+ahsGEYOxztkylxvFWxzPH2v3N0/cHqY6LKw3K60AtvaQRq1rEQioyS6VKb5wP3LD6ghcrle2ZbVF4wkJCemw9HHYL3Rlgv0TuzCMI+EMZNNkcvG0/OZqj45eXy3McSCiNBL5Lw0wmrMx5n54xNDOJLyiGQhTQFJ0DRgXbAKop2QEjJGQlQPF5ZO0EbbujMP2NdtAzXxOjonJLKXFw2RBOpjQguKJE8Gl1b9utw70htRO31TpCcYnakZU/bXoXeMSqveALSY/HnuaWIxJ0wcU++EqX1+0HSnKO3UpOCcBi8RBBUfL0pwFoTpHv4QBMm2ly+6txX2n9nNb0sBfODoFvuQ/aYXJWKqVDFHzAuINkqthBIduGN7L0I9N0KSv/4x+aanAqUELs9we7exvV1Zni5kGsfTxDzckV7+kPkh0Q8z29sL42Wjbjdqq0zXX8NxpYpQusHTE5M0ptTomzIe7tnCjXRrzHlmHitDhPF0xzCOTBIRq7SuVG3M6UDUgb4lsgTG40ANC+fzM23dkBj3D6QSBrfniiQ0jlQiacdm0SLJINqAtU7lRh+MwETQhKgzJVP2um9pN/fWh0BV5e3lCjVzK8Xryb1JVrWztooG8eiwtbPUxdHt2ohxZs4zbXC9/lph6xvLdaVtG6Ep2TI5JYIF1qUjJnhKQsNSZQN02yi1ICbMw8AYOy/vj1zPhfP5S+Zx9BMbnwScDienZIUJYdrflUYk0z0MEOubR+FVgTig7+39Bq03tO7jR19N1K2iGugxw8jOcTS2UhBpaIoISshOjKJ1etsQcTYFZoQ9SKZ3o5eORfFNJHpGZrfuG3lMJAnvBYi7fiECu97AZJdDBwQjJ0/X1r55X8KAGD0EZzchJXUHrHV/jd/rDdTMBVESCF79exkX2tebi4g3omMUQhwI0Q+ONCRaLShGSpmUHFFXt4VpauRpdGZojKQpE4e0S7Ebpolt6Ty92bhezgxb41YL5+S5K0Oeud7dc3k0Pv38DScT7oaRFBrUxrT8GlKiA0bZnsEiY4AclBoKV12Z7EQ+nTg8zHz40T0vXoycjk4Ckgg5RYQDgUYWQfY4uRCg0FiSMcxHjmJc9YZthiCkIdKD0YOQeuOOgJ0i9RqRmHd5rhCTN5u0J1o0Yi0kgzqJy19VGJiQrgTzWPfr5YlDP7mlOQ4Mp0C5Lmy3G1b9RBl2M1JZVoIFJB9cDpwSTX06UR6faPWG2UqMQpwjJGiyElSgKa005snDUs0iVrysrmsnJ+EwRmK+I8zC8YNAvWZCbwyjUNqelkygLB3jShoraZqQIREkEJrf5DreR0nVjWJhSgSL1LVC2yPcxSXEXSO9bdSy7jqCA3I4+mJXQAtNDREjkYkCPQkh7acn/h5pCh7zXvsO290RaNp9gmDiv067fJr3sueO6Ervju6PIn7So6QhYUNwf8OW0G2F1glDwvLgG625HF8EJHvdr+Z9jGABiU5czok9XdzwHgmQxN2c4htvwEsoiQmLkZizh+0E8TzLYrS2cl1Wxt2TEdPAHKKnbAn0UCgKy1W5Pr4hrheOMdClsazGdlJsENpqPH35jnZ7y0WMOt5RdGDWhR//5O47rcnvxcaAgtCJY6Yr9Nq9njVlnoyH1wfm0x0vXr3i5X3kfjKGYBxydhVZmzmgTEmRmOmlU2+ddyZchsB8mAilIAXqAiqrNylDonejNnWLbWv02rHaidkx5hoUre4h6CGDqOdDJohTIkcjbJVqfjq5TF7IYjTz1OU8zASZWNeVop5oPRxnxmGiqpcqkFwA15ReC2XtoC7PDvsHKsWMpYT2FZFGCriX39ztt7t2iBKZhpm4Zw5AhBhJY0TiXiaFznZt6Lqgrfr1OCcXXSXfOE2jy3Wrk7m9j+J5FBYStqs9ESHKnvAdFNVEikILgjaFBtI9QTtOcW/sdfcf9AqbYt1vAGTXLwDes1E/eWMOhCQeols7UY1oLj1OvfF1L3A3PfWd6B+DR7v5BqUIibQrSkkdzdG9le8nAezfFwULLkcmJEe+d8/IjHg7IUX19wwnnZt5mRKCT0KIDv5NwRvV/lo5No+9J9GtYeQ9d8SbiiF2dE+t7jg7vFZlvSzcnp7RdSWOEzkHWmkcunGcPMlLb1fkvFJDp9eFOSk//uTEP/Nf+KccufQrPr4XG0MApmyYFHqPJBkYgONp5MWrez755CUvH15zN91xGBLzWJmSnwy1KKELU0wMXCErrRvXpfLuapyzoaeBGaPWTu2dlArznDEGnp8jz5eK6ka0K3EfG9We6eEOkcwQJuYhOg2HiEnGYiCKEnLEUkCnTOiVUFdCEZa6UasQTKkrpDFhKSOxgTTWna7UuwfCjoPLkLs24qrE7j2TNE+kMUN0E5eZawpSFO+gmzerJCR8cm4QAjGOYJF1rX6b0YomqGXlOCZi8C4+wa/JIcf91FVigByMVRu9V7QUgjrKXmLG0oBtRlsbpbjBKGdBkgHdWZg5oYL3HaIvgpi9DOqtoG1zlLpWXyNWsW5I3jdICx7ftvV9ge5uxeAlBjEgPSDSCCJ0dYpW330PKUY0+KYi3+ryE1zKjgFJCGPwiAGJaEpup37f68AwESJ7mWgJseBw3uCiJFWfYmhwAZbgPQfB3AwVfLLhG4grMUWNGHziEHPcJyS7SpPuNxVTrHaqCkWN69o4P29cboVlMUiy54go95NxNyWuKZAoaAELjZlnfvP+BT/4M/8Ufy38xndak9+LjcEwSknENDJl4RCNlw8TP/7JD/jBRx/y4uWJ4/GBIc20Wgji5qlt3ZC+EfEu9bZu9D5x3oTP641HijeG7I5GQnogRohk6jUgOVC3jcvbdwQLzOONFgIhRXTZCNqIw0Q6Ga0ltCtdAnmOTCnSq/mpKjAOblPu4MIZY+9EK70UaK5yk0GwnPcmlBGDeBBpVCwIkgZGM4bDiEhyJyGBroHe/QMdgjdBzbL/zNgxNmIzYncRTA8d04pZpZeGtk4Vx4r1ciBHT/2yEH3RqFHqRkcZ24TVSCttLxO88eeMBKO2jXbp9KW4n2HEIS0xsi0b3YLX4t1QhaqVcewo75932HUEngol4t6A6IolX3yto71jWpDeHYXOhMREDIIGwLpL1K2h6p+kFAVJPmVI7DHy4gIwEedG0hoxZlcvxuhX/Z5AIxIjPQimzWXKtbsHSyASPO8ih51evaeMaQfx/kog7r0O9eaqNtdKqIuefNHvI1kzkrj+gyD02HZdhOtQFhoxwFYb6wK360bZlHXbSHkmVkVlow2Rlma6BW+URkW0eA/k4WPOdsdXX/wa4uNNIA+R0zTy8cOBH3104oMPTnz8g4+Zh5lpmhjHCZHE4+ONWoGG21npqK4UBaNRrXG+CretU6IyngbmV0dSTXQtWNwIKmxbJLZACon7UyJFJc8nH3uT0K3Trga1Uygs2RtjqopoJtlMLUIIiZSFEIXeV4oJkmdCiIwZkgnRAqg656EALTBOI/OcUW1s20YPoNZJIRFPMylmehd6x7UVrWIEou7+C6AUpVskSHZMnKzE5LJa6Urv3pzTIWEihJ2ULOodcGKAumJroanSMAiw3hasGaHrbju33RsSydZp54Wf/Gv/KvPv/dT7CtEbgvCtE1TVr8O6G4f29GaR4Itjf+9D2H+1X8kl+E1oFx/uStOvv/nrScD+m9j7u/ze32BvBn59x/9WifX+t9g1ByKGAdtv/wW++sv/Y8yag3Si0Mxt19Y8UhDr7CJMn6qI+s1Hu9vpNZFjIoSwNzYNtPki3/8+Ik6OkviNAMr/m/45DMEdtcEcN1+bOu+jKevmcuuclCkYowRSmqgYDeG8rTwvZwqNEDsxguSBtQtcz8x3h++0Jr8XG0NKxk9+nPjhy9d88voVH334QJgCPYOGSDdBtRHY6OWZViLVhMMQmOcR3QJ1Wym9OhiWwDhPbAuEJdCvbn1uwQjTwBAC7bZi1khT4m54ANuwKM71Y6BIoVplU2O7rdzEGEJkSAFpibKu1JLJ04HDMIJ1erf9Ch9okrDoV1GJ0Wfbuw1XCJAidT+JGYRaNqL5FTLmROviTBD1PoIkpZQb26puQ64+7kIiIQ0eWnNKxDGj20a4VdQgjTPD8eA4OvMbTC37aWYFrR7AivhpadF5ja12BvPTMA3egIvBT0Mkc/zD3+X+b//1/x9/cv4RPQx6K1/bpUOOxBT8VhKc1yCK26CD7AeEvzdqvvGEkHbptOK+TPWbitpe8u1/dtdiKM0l4L1iFgkm7pvxzqSLrJo6WMd80xsH4+EYiWkkHg7QDOmJQKKcr5THM71dGWQh9oUhHMA6sV85yeU7vSTfi41hGgf+4p/703zy8CNO0x15HNhCZamFUpy8HCZhHpSDVa5lA0loDH6dNyB6WnKTBGMgKww3oT4VFm7IlGkB7sY7knUYO8M40QzWrdFborWbn/77ta6nQtlWSmnobeLuOHF/mrl1F6qUEhi3hWInxgFyVhAopVPVxTYpJHoW8hCRIWNUtlKJ14pclcNx8Ln8ojQtLnKaja11ShNIAqGy1Su325l6vWGNfZbfCDETZELaiSWNjm/rFbQhcSDOM6QJKS7fFVFyNpCO49cNnTxdmZDI48SQZm/CaiPE4BAYC2CRLoJM4zcKxf8/eIixjzs9+s2zM/wWpinuxij7WgUJu0cDx/H5FGwHzLIbomJAgv9j5rxLEfdihKDen0AxCSSNu8FSvDQUvzWp+W0lSmSIgfvjSH01M986cZ4pIXPulVUyz49vuOoF2/MkXr4YefXhB9jhSB4G7h5+DW8M0zjx409+g6AThAnVgNRO2AytG6jRcbAFFui2Ot3IRpYWfAGmg+dStMa1uPuu9oKFxtZv2M1P7q6eXdi0czxG3Kjf2JaNbX0mDYVhnDEVT3kunajVsWabccEbR71XWt1QvUI0ZBvp2Wv0WgztC9Y6m44Mw4H5MPtEo1fKumFVSTmSpjtKU7bSkW2DHEhpptfMcusOMM0F7QtSN8YhkcYB1U6rq1/TpROk0FogJTxXIGVC9vKrbhVR89IiQgi6k6kzkl7Su6Dq5dA4OlG5FsVawFqlbivBKiFnLEXGYYZvwUXb4cT6Z/48791HtrtMfULwPoNbvi4f9nv1N8Kir7+2/wj230f2RuReMojsU0HZqwVj56GxO5i++ZWwTyF8wX7z8NN7/o//P8Tr+evn843k2v9c2pkMIYizN/byS837FMI+cjS8cRh2E93+vHPKSAqYCKYZax4s48MIQ6PfODC8tDC/GSTbiyjBNygBTBly5O4wYG0mpQUdKvPpRO8z29tKuzwR6ldkWelRsbsj290r6viax3DP0+27beTfi43BUVYjZYNKIYkAzZN/pBGzsNaV6yKU1qmtY9LpydWGUSbEAk1hXSrLtVBrJcbG3f3owpW9UzxIp7TG9XYj7aMqa4Upw8P0mqU2mhkmMA4DYw6st4XSlN42emmeUymKZKH1wnJd6FpJsexYr4jpRu8LvV3Q7Zm2OINgmCeiZMq60lrg9lhpXdhuG9nMpcEcmMeO2spaKqUVJHaOLyaG8TU5zJ6HWRfvymOEmJBxIufsPY3akR1aq+YSb6X7ohLvnMcYfXyXIhKSx74N3gcgCa1GrKwkMSKGym5Tjsa3l9ryW3+O3/2f/uuu9EvOFGhNabUAlbij2kUCErrLwSU7/BZFdUOGAcmZ99VVCBEkejpX38VDMXwzXTC/pmN+CxMxpy4p7oUI3ucIIe19CWW/aqGt8lv/g/8ux7/+//K/gLk+Qt/vLebPPVjE4u6wSn69V+8uY+oBRS5bVkSSy8N3e/T7CUWKPo1SibsYjd2E52Vm+BoC42WE8n5zUULoqPn7FYExR46HAY3CFifKPJE0UL+6st6e6MszQeDaJj59GtC2YtMVGcB+cf1Oa/J7sTEgUEulXBs04UZHQ2OaM2aFkIXbUnh+rJhkVDbu7zJzcMy3kDwCfSvEYARrHuY5QTw6YTnHmTHOjEPitm2UoKytEAOYNB7uZqZ4R9o2lq5ct80NMzlzlMjcKymZx9FppWtma5nz2zPSP+UgkSEXYh6Iwx3jmBiHCcFoVan1RsyRPB8gJuoV+nohtGdaVycep5FC5HZr5NEYxwzRqU0tVDQnLI7E6Q6LnZBGUuqMOTIOA4Xdoddk7/TvTS/r1G2h9AZRiMS9ww4aV6cPxcx8PGDNpyzR3Hlo0wRTQERpW0UskDTxSzuDGV07QkS1kwKknKi2Q3S1IxbcRBXeN/4CKY2A6zEkjojnQWE4i0BC8t5H6D7fN98QMO91NPWmqN8cQNRTx6R3JBhJ276wxAVNyq65SN++v8B7jQK+Ibn+wzeYZu43icH9Gr3sky7MSw1wI1VtgNCsE6O/tiEIw5DQnvd07LA3V336wG4xR3A/hLob9Ovb1N60dTVnQFLkMHnmxESmjUK9rXD9in55xxwMG0ZyyDwtcH7+kvm4kAguLPsOj+/FxqBV2W4btS5IdRR77QHdJnc5CpRaKMuNMR+Z88iL4Z7pfkDjSJIT66VR2sYWCjJ35i4QI2tNPkXYBD0mSolIy0xxZLNK6Y3eOtdbpQ+bz/Vrw+pKs87d6YH5xT235Xl3+3V692j5WjeibaS6EIcMIbPpRqxGDgdCnjjezaQIj5cbS1XWDZIuDBkOL14wDJHrbWNZOq3BsmysrXDSwHw4YToTdCCUDq0idw1yJyUjRHMGYpyBTNKyW4Ere1gEJuYcB1W0XJEQaZZoGtDuUfAhO6ZdVZnmA0MG6B6cOwgpZaJBqG4yK+Yw1W8/eludTzgMPp7r5rcV3b0J0f0LEqI3WKPsTMNISM5ocPMH9NaIKZFSIsXoJzYZLbb39ByoG033SYSDX8SCQ5tTAOl7/oPfJLSDBQ9fsWjfqlncq1O2RhyEHIPfIICggWGvcSTsqLedPuVei0C0SMgDisNkQxBCgBjEGaHq/QeN6iPpfVoiwaXe8h4EKw53iRpAdz2EADRiMEwiOSQfVYdAkYKGjRcivOCRp/FKv/+EkwqnZqR1wZ6fCeuZQQK1/BpKokttvHn3hEiBfiGLEkMkhsLASJ4Cx7uBH/74gRgyQuZ0d49F5xtIiCxN0S2S88ScZkJRtiJcbp3reqWn6LDP6Q4zITIQdrZekJlSjBA3hnTY1XEjvRWer++wcKDXga64CnFw4dIUzQNPViHFRBwHqjg9eCkX2qUxjBPDcSLoRtg8cUhjIB8Sw92d/zxppNjQ7UorNwIdY6KUDQuQh+SgD1MGCkk6lhJiyQGxsDfI+m4GhxCFkPYmWTZPZrKB2pxe3c1Y60ZrC1EDMQbKtlfv6mPHqB41D8kX2Ba8ITmEb40DXYfiyNTiEuAgOxFb/ATfZ/yyexHEXPgXYyCm4GxMiX6q7z2cFIQhu7BJQsLMDU5uPHE9h6kR3g8DIxjBG6vBF76QaB1KdVRfq3uH/30N/62HJQe4uNzAf/O9PTztqGlTyDm5LkQd2BAShGS7CGrvSQhuCtuNWmrVbyWGNx8j3peSQBB/r1QiQVz70az75MpAxFDa7sfwTSZmJYVOSI0fPRjjnx745PgDUjpi9z/g//rv/y3C3/k5D3Jl5Qntyth+DU1Upsbz5YqmQgyFKRkP08x4OnE4fcD04WvmD19z9/IFH758weNnn/L2089hWalbYW3K46oUIoNlUhwo7eZjxm2lb5VtnKhLZ2YlNiV0I+HUXwZAhDwpQTJRhHHwznDVM0U3cvgISdHtsWHw00/8Otlr3TX0iSlFWikUbkiDbVmQ5Ky/wxQZjxM2BkLBMWPWkORfH+aRVk/08gwk9+HHQBojMc8kyaRDJEigL7t9ewiU0NAgBF3REP2kiQGJwUWHEXpWJA1wbViPFPXYO7GGWaDXlbW6lbrHglhgyEYIE6Yj1oRevJue/vi62hepaQd1mzu7wCdGQXVvwu0n7X4G8z56IYBnZ4juwmHHxMcY9+Sn+PUiNds3lv0fX8NxX0h7WSEFgoJGQrP3TxDt5WtdxS/9DUTIYSC+X71xt43juoMQ3Rhm4rkU7NJmZZeAh0Ii+RPam6MGdO2u6xB/LqLi6tEABCOm9+pN/8eCP88YvYzoCphvzNYDur9GGdvJVspxGjj+1k/45C/8Fl+sI/+P/+gLfvDiR/zp/+SBL9dX/M3f/z2eP31E2z/i7Mp/HA8zRdviXd0pM5xOPLz6kNPxJV+lH/Dz+opheclrOXBbEu155LIYaXWgaukLZW3c3qwsaWI7zJS6sPWV1m6IwNZge4S6XjkODnExyahlSmmkIBzuZrpGSleiTEzTyCQjQwYL7jTM8wQS/CTtm1t1Q9pPjkiMA1OauFbDkpHGkbRTn0kwHWd61Pe+ZB9tmpt48nQkpJlVFe3ueYiSCBrpqjQRWJXar1gTcoKe0s586JhsDvoQ1yKYZK8oAjsV6T07AGpv1M0bpGkc2axgdUVTpcadw3BIpJYxNrTv6Ur5GzHTtx9qtvcTgN1QZgateWlgdCQkz3pI0UlKCQh+37C9/pYgQELCiOKL05uWe9MUvtlcxMsR2BWHXfbwVz9pCQ5w9dO+YRZ3RN37uYI/vEnIvkD9z8m+KYW4azdwybjS/ebTvK+h6slXSIfg7EgTf97+B/u+AbpJTBKQZM/TNO85vJ/mKLu/Yn8Nwz6F23sjrnHYWR4qWPUGvDGz3QIsgX/6k5nf/E/9Fkue+L//zpXfvfx1rm/+BnX6gu/y+F5sDGqdpVV0OJBPL6gf/pD0kz8N44n6LCxvVqbbEyFeKLnS+JzUNobu9dkaDNuurI+PpMORcYykEOjiISAhCWqVvlVkyIQ0URCel4bqSL9VRiJdNu8TLI1AoLXEPE4EMtvWWXslz0fGPJPngbrYzvhPqBUC3myyZITZP6hxGBEZ2LZCLR6GqtoJuiIpc1mNZTNCbqRhofYGVZjHiSEP3iSsnXVZqa2SgyCayeNMfDGj2ejb6tJkoGqjaXcGQQRQck4kBtra6N1YS+V6ubFcC73fCK2ShoMzME39OZqLsrJV9w6YMI4HhsNIHv7YCFCEnAZv2hGw1qCLg1xqQ4vnN3YTwmE/KePeCwjRjXM7Ncmin/61+8+PCS+hhrRrA/bGKt5cZY+ZC7Zbpk2gRzdONfOSJcFgQggRTZ5i9ceePnG30H+tSQh+4wrB30eAbhULgTgGVCpBI0kC0n3D8ptF8KmUwC7PJOwJBCEakjohRUze327euzH9iVjzrS8kF8hhELvSAROjm9IkQlCsF9rayOPE67vEjz9JnHnF7xP59/524W/89IrUmT/74QP5ZeP/9h3W5PdiYzAT1j7wdBuo+Y7Pn17yCzlxN93xUG+c9JEX9R1zc4S7e+QzQVZMhFLhslQkJea7A/mY2W4Oax2nGcmRaRwYUgIarVfOtwu3rTMMB0I0bpcb1y8S4zyRx+zg0CZcVuGmnmbdkpKHyPja0V6219OJTlsK9aqkHrAsHjyzbCy3lRACl+cz9E5dJ6IYOQb6qLzbKpe3V0I18jigEY7TK07T0TmBGNor6+3MVhbGMZDiyetdC4hWWrkQ1CBm1tq4XG+03r3OFWWMA1GdWdnFeL7duD5dKdcNZSHqyCiRPAzIEPeOQWHTiJSyP9/BcWwpEHP4YwtLGMeRmHZjl1b6GuhLQfXmDc44kkgYgS7ioKQ984HqN6LO+wxPHy16vqQRBqFZJKr3I1J0a76ge8fedkW1cxzEOqKuLYj7aDCINwS1RXfv/rHnL+/l2gFicK+HmZcWXiaJOytjcoLzmKErsUNUB9Ig4hH3ouyXHQCC+gEWYnBGgwSHxHZHysueUSLvx6UhgnhUr5i7WYXgvaMmhG5UTbs/pAOVLSa+7MZf/SPl3/2rhXe/944frH/ID4YLv/2f/fP88CeZf/X/8Kuvye/FxhBjZEwZvS7U8hX1sVCHr0gvP+LjVwOv7wuH93VrWOnLM9qFOM3UYnz+1ZU3z5VBBm5VKOuNaRAmG2ki6BAY709kNS5XZxnoaowmJBQLHWZDbGSIg0e2BUG3Ttm83j5Ev27W5ZmnN0bOA1rL7veHoI2+FaoKHDPLcuXp6YloTvAJMXA4+aaTQyQyoilg9ZE8KTkGt+fG6KwJrUjI3rEOhoWCsjlOPTbWeqOdN+K1EFrlbj7RBmO1jcfbmfW2koOQEowhYUvDxH0f12WhV3WmA8a2VTQXn9WLh8B2a5RrwLSTg0GGkgspu6XYvtV8DHuIbYyR1souD+9s5YbahcpGToLlGUmZolAXZxLWErAiWK80q4gMYAmRxJgSKQlhygxNiAOkAVI0pgRDsq+nBVH6zmEwR7NpQ1IiRB+AOnZP0fekpG99/nbZAar2dcPvfbOx9R1VZzsqXgTJuwKU4LeZMOzUp4BqpZt+3YQNITCmycsl1V1r4RmmssugfT9T0N3kpbtwYXdl+qjU3BoAbuDaEr0PhHSF1GjnA7/4hfH7/+ETb/7aX+Oh+rSs//DE7eE128uP+S6P78XGEGKipUqxjaCBo1VeSufH+cRHY2EQdxCmxJ7KNHhIqVXWWnl3LpBnsMabp0fmNnL3yQNdheXS0LYR2DjlI4fsNfjx4URtGykI0iMxnziOL5F5ZLWC6kYYjJQm8nRkHEfatrBebtTzlTgbIexBp2Eg5IkoAxJdjNW3QrRA6N5ku7u74/jwEiVRG9TWCT3x6vBAnUZ6GehXJbAxT3A4BKbTHa13lqW6IIhIb52tP3o0/XNnGjqjzMQ+E5txvV643Z5Zr4WgxjxHFKFcFm51YasbhMg4HiAM9F4p20ZLfoW+SfIbRgjYqmwstKz00ok9Qo1Mx/BLGwOixPxentNpWmli1NhpTYhxJqcREWi900rktnaWotyWldY7om1vJkZCjAxjZMwjKU6EbePQDImNmDJ5iNQxMORAHnyRJ8QXL93p3ea3vKKF3r1n07uiWrwEwX7pMxjF63fwG6zsPhVtzYE88t68JdCNtNupQ5J9/Op49xiDj0ZNEEnkIbv0vPvpD6DSMcLeu1DC7rAg+IYr7ye033qaJnFnZhpFO7q9A1WqRWybSFl5FZ/5C/ePLC8rb98sdAKXmvn9NyOfDeN3WpPfi42hmXHeYJCROWY+uh/54asTHz4khtQx3cdtFcqtUJeNKQ/kGGFbHYxhStkWzuuNYgPju8S6bbSykARinbn7aGCeXlBKI6iTmOY8crifCBhxPCD5SL9d6Q1EOrdVqGtmbYVQNrIpOXSiNGRMbFUR2wghEdOAYWzlBsGYDgNacLy5zFwXo/eKKUTrzPPMOI1kZm7NLbQpKuN8Yry7J8wjfV1p6+5YXDvnDmtbeb6+I4hwiAeOuaHbG+IwcV3PbMuZ1iuooNeJW2+09cJtvXK5LaTpyF08ulmr+mQkrFeSBOZwhENG4z5WS9k3Ol0JvaM1Etq4d+f3hxm0FQDpFbFON6OK8yGSQmwNXRt1WblsytOtsWyVZd0IagyDeOkQBge+aIImNPEFRl2JuRKHSB9HaknEnBlGt1onjEgjBb/heFhwodWN3jq9ORxWUWcd2C9vDIJ6xJy4uhJ773twIOv73oZnW/pJ7zZrrxosRHprOwIeYIfM2I72EyFI/vrlApeMO7Rl1zS910JIQBS//bz3S+yeUwMGa6y90ap7WCwY5MYxBX7w8Qt+/Pk9y9MTt2acLxfe/cHnzE/fTeH0vdgYanMo6AevD7y+u+fjVyceDvdMaUDs6oKO0qi1Ua8b9brSJ3XptDaOY+K6rBQW5knJofHuzVs2q8xDI9pALZnzdiEx7snHgGTOa2OxlZAiOSujRpomghq93rg+Fa63R14eIscDTIeBPI4QE13irqvw+PNOo3YnQvcQCCGjvbNeN7b+hEVhmjJDDjSNPK37IRU66+KbW8ydpQj6vCLLxlYWtvXKra+0AXrJrOuNdbuhCqVH+gyX61tyPtDU2Gql20IvDdqCaKS2xu1WWbeG9Bsan5G4otWYJmMwAx0xbVQtpChMeWRT6BZoZUW0gsVdbvwtwYwq/XqF7qd3x6jF2MrGsixEMdrWCKFxLpF3a+XNdWNtnWjGEIWDZMY0gDnjgNapwTkVAWclHu8GQh6p3SiWoSmz+kjUyVJKTkoO7ii3bUFrcfR6d9k30W81Zt8sFDVlq85o8DFh//o+IcHRbGGnP7Of2l4/OmAliNDUaKr03SDldMk9dyIkH3vir1vfX7uunSCDK1Tf1xT75MFLHvOeCe+N6H67yCkxTQNbKGioe4BOIjJwfz/w0YsDX40d3c4s9YK+e6Ytj99pTX4vNgbTzl2a+MnHH/HBizseTieSRCIN2YTWKv28Us9e04dYqW3hs3dGiQnrymmeYM7caWO5NB6f3pFz96toGtDoNW89vIA+0DXx5vkd726PBBKH4cT9XJmON3IEqwu9VNbLmSCB4fTAq1evSDGxVqM1F9BMw+w137pQS2VrCtFzJwiR2gq36xWzJ+aHmbvjh8ScWN6dWc+P9ApIQ0Inp4FLzwStyFkcddZdhJWn4E3VFpCisLmTstkN05tnQhZQy9S+Yn1DFyGam2q2bpRasaas6w2VBHlwTLm43LYOnbXdkCJM+UCNFWkBSsNMKQqxGEHL7vzzhxqUtSKt7/Joh/nW60K93egxUaJSrHFeI4/nxtO20sJGSsZdPnC1Tk8rg0aEEYnGPHm2qHMkG12ctBxnh8QGFa77YqE3ojUGUeYcsN6weiOUQuyGkQhDIjqFfm/cvf8LgDX3JSjsvpq9Kfl+QiE4PYo9b2IXu0kIjq8P6lOPYB5Sw+6S1I5Id+u97C5V+g6U/dZ0xNsaO8hlb3j2jugO2MUnEq5RiQyHI+SBtWwYQlBlAO6GxOnujjDNxG0ht5W+LOT6a6hjyFH4jY9e8uMPXnCaJnIMfsJIJYdCNgixMU+NphuVyrVunGukxkw63HkNGwRphW155HTK5GFimg9ux9ZOjDMqA0tVnm8rT4/v2JYz1MDGgqYrp7tAnjvDKSNxIOfMPN0x5wciR7atcL5tmEVoSo0KVqGvnrYUA4fxnlIMtYrqzVV76uSi3rzpZFahLYTVZ9LTcSaE0Uuhy+fE0VHpk0zcjSM/eHggDfBpuXE9CzkONL2xrhdWUYZhJBJ9Q6gFq/tCbYZGpaTmoy5zS3goG8GUMExUAamNZRGSZIYU6T0i24ZVFwmF5Eq8rdieBvXNyjKFWiNUd5yu28p162ylsVw3Yg6sWikYz2vkei7cths9LqQhQoQQB56oZCJRK8MQ0DvBRpimjaDK7boS28rQlDQoMSaWCN0EeidYY8Zo0dBtQdqZUFfSex1CzkxTcpl26996/kpbVlc9ip/evmgFhkwMe6aFATghXLvQEEh5v1VA2jeSIEJ8P+q09z/PfHMIQuzvA2pcVq21fdNU2LUa1jrSXQKuwtekKr9ZeAZHkoFowRukGpA4MAxwd/9Ayg/clidqNaJ0hrB8pzX5vdgYpnHgz/ypH+w3hYDVxmaFGISYlGaBNCRSAkx5e175am28u8FwPHDqA9vW6NuCSSdPAy8++FPujjPlcrvSbjeuT0q5PLFVZVsXhggx+shIMWp5ItjMnEfG44ymiaANWZT102fePF6Jx0RHKUtnu2x+AuTI6TBwuDsw5UCphjRPV+5bx/pukimFp6++YkwzaYyc7k+EU6aXyDDMlL5ivZKkcX93716JVfngcMdvvHoNFNa3Fz6XnZOJIsnYgLU2kixYa2yXjvSVLAWtmSaBTQoWogND91i+UY0gI3Tvvl/LRo6F6dC5tpVsQtTIkCZCStTWvKRTo/dvbQxmYJGmylpvPJaNZWv05r26rXWKJs4KT1tjLY3L7UZPKxThEjqiG50Cakz9wGmK1F453GUOVhlRx+enzLA10rT6xpACFaGqkWPklITVGqwLeS3EupKi49JEYEt+yddWv37+2jv1urhYCW8odoyQIoMZvfVdhSkont6loWPJ+xVOlnJrZ8J2VeYeGCO772v/H3xTnsAu0DTDmvtbJPKNSnRXWaq6srT3vo82fU/RZruvQ/EQ0EaILiBDIq0p2jvTEBm/ZZP/VR7fi41hyJmX9y98fGMupE8hodrQ5B3bYtAFzhr42bnwR5+deX4WXn2YWVYh6obVC0OOvPzwA4Z8wqqynM+E1UgrbOczj+VMDzCMgeM0Mp8+IKVEVWEcE68fHpimCcaJWmHdLlyfH2l6hWlmmu7JOdH0gq7V06g0kSzhlwfFegXd6OUGXZnGiXEMPJ2/5Ppc+OD1JxxefETMkaZCZsJ6oJ4LSOKTT37Ixz/5IUvpXN6cmaaDZyM0Zbtesa0wxwRhZAiV2BxBVvtCKYWyOfy1SaH3RjNP92pSKLU6qNXMCdlrhySkZKh0Su0stUKPdO3MYXZFZ8pstbLuDIj+7R6DgIkHyLReabXQt0opjSgDtRY6gzdQW6RuHdlDY5opTTq1GQ1FzCgoZfUma14K0wQDnbB1chyZ5jNpzISY6dORHjJNMuM8U4fAZo3YhPFiJFNSqJ5Gbd2htgT6t24M2hvleqGrjwFiCCiGxUgvnZAcaxdjpEtwNmOIoA3tcb8d2G4v9xfE1BM5JMXdexHoogRxYxvvS4b3Wok9QMc//k7X1vZe2LAH2po5rFg7tTW2tVO67Xk4k7tQZfJWhW0+Ou1+Yzmcfg3x8SEGevP5UIjec1AzehWWqiztxq01HpfGF28XfvoHT7x9e8aaYa3TX45MU2PIRkoeYivbzXdTE4ImxjQi0cdVJsbh/sQHH35MChFrBWuFPmTS3Uvm6bTrhjeWXND7mSEaDJltHNAKlMiQBrrcCKxszWiXAuY0oIhDNg4H73H0ulDLRmtKb5HWXDobcibExPn5yvl2AxLy8ALmI3V5orbO0/nCz5eVfn3my0/fMQVPwmacOF8HwnNDWuHdcmW7bZ4D0ZROprRGZ3PZOZWEN21NO8UCYWjk2YhToEuhc2XbhBAKKo6dS3kmtMpaC6uu+7X2Wz0GlJUbW1vZ9ng3LYVeKwVlZaZLotlA68qmSsG76moJFR9ZluInYY2dZzPiFkjnJ9KYGURIJTHLyun4lhQjYndwPMNwwsYTw1HQOYM0htapDUaJpKYO1amN0Pyu3vu3SoneKZe3O8UKLIJ2RSSz3RbimOhDIMRMzgM1RWJKRE2QIrorPoNE5zTInty9FRc2aXapc0gMw7AnmgHmyVOqeD+J5mnpXejVtSCmrpdgv32oCV2FbTHWtVN6ZThN7t3oCWvCuhRuyzPv3p0p1unzxGH+NdwYTI3b8uS+gyFivbNuneWycdsqZ7vwWCqff7nx+acXLm+u0Ash+0iubiun48zhcCTIQCsNHVbWzclLiDEeA4fxyHiYqa0yHo6oJdZN6VtnW27oODKnSmpX/4BqR7IhU6DZwLJeua0LfU3MiyFxwwZlSIGtrCzXG6pGksirFy8YpxlypNFYWkFDorbOm3fPbE2ZDpkXL19QdeH6+Mzl/IZhDLx9PND655TLBdmUN+uNzy9n+npj7RsPH7zm5Uev2FC2LuRyIWwruilsTqNuwT9AvXsWQwiuM0jDzmJwDbI37fara+/KthawC70shHjgMAranogxUbaV3pufivLNuE+7crvduG1PrNuNWpTSq0cBqmFxcHdo9HHf1jYaleqJuJ5YVTvWlV087c3BCnZbsRDJJhyZOIgLslLKBBKhVuIYiIeMkhhFGaLX4s5sNVR0z9X02ia+v36///z1TrlcHFyTM6W+J08VzApxS+QxEfOAhQ1J4sE12SnehiA20tWzRyUI1ipiSo7ui4g5EccJ5UAcHBbsDcZCN6NpxbR6n0KBqlgpX09IJCdncorQe6BunW0tVOskHXD6dqTWzuN14avHJy6XR9ZeebaR2/DRd1qTf+LGICL/OvBfBr4ws7+4f+1/Avy3gS/3b/sfmdm/s//e/xD4F3Ct5n/PzP4vf9J/w5oHn7QA11XZCqxXeHpcqdJ4e33iq8cL7942yrmQuBHThuXAOEEaA8fTC0KcMR3R3lnWjcvmeY/BQNJIiJ1mCemR8lTZ3rwBCZS+clmfmMZMqIXnMXOYJ47zzADk3rneOl+++ZJ3WyXqzEvLhGnj7vUJCXfU9sztdgOUh4c70iQcDzMVuGwNiSPjdAe6stUnti8ujEPCthUssNwWbL1Raud5C1wG4/7FxN3xxPPyzNP5K45D5vTBHfEwUUrkVoRWExKN0q+07qq/kAIaFJFO2q+sTV2m66BoI4TdMxIgVOWwJXpTigZah0tsDLawxMZ1XJmHAXbFoJuovtkYWm2c372l6UItC1tP9N1dCUYKisVO0upQmbxPAZJzE3tzZL81Y+3Vr/QmWDWk4QarvNJZqBxZJBLngMoVWQZmzRxlhpjpGZahIZMwm9vcW2tUqWhoPgWIfF3vgysjt15JwYg9UUonBN9IYmC3ehu2KRrEQ5M3ocUB1w0FqjrbQ9+PGOtGUvd+pENgOB0Zsu68hYiEidoL9IXe99JMGyqBUDwftZVC7dXfr54Jg5OgehXKWmil0IMRo33t7FxK5/Gy8PT4SOorY1l5evvM7y//6NFu/zvgfw387//Y1/9XZvY///YXROSfAP454J8Efgj8uyLyn7D3kcB/n4cKnAeopWOXynotPC0rb5aFy9p48/iW87srFKGXjTBFtxQPQCy8PL6kW6b2yFiN67pQQ2XbFkJ0D8L2VGmtMS4QpgkVoZ5XcgdJiRqEuBXO50e6DeRZWBmpNbDUxHa9sl4a9fpMkUfG+zvuxwdKDSxbZTtXtrVx/+KB+XjHMEfSJLTqPNd5EOLLmXUQzs/K5fJEX4VWNizsjIMYaRW28ohtxnD/CYc00kMmHyd+40//iMPrD/ijP3zmF3/4DhEjD531eWM7L243HjNbN1L0kV8bFlTUr6hBHDKjBYmNIXZaSCwd+rJnQtYrqk5aMktsQel2YLkFUozkOZLH9EsLq/XK2+cLwaD3gKjLr5s58r72DXKniF+9x9EnNFNUTFcsephLSxW14pvXBqHFvcFW6GGhJ7CY6USqFmpIDECUG0OcGG1AWkRideSfGWYNa929LtV20Im892v758+ErY97elX1ENq2A1v2nNGhCj01agweLp8ayQpBKqKRUo1SYW0KsTNKIbVKjpnhMJO8RUqrlRSKi6Wsoh1aW+jq2R+qRmye1t72EaNq8xTv3rEYKEuhboVSO+PdCyROpHQgSmZpjev5LXrbQJ0Z2lZjW9/8Ckv9m8efuDGY2b8nIr/5K/68/wrwb5rZBvyeiPwU+M8Bf/Uf9IcacNkKfVnRojzdCp893XhzvvLmvBF0IQfn5ddshMPkAadZSOMJCSduN6NFr7naunJdbnRV5tPMYcr0cqWtTxxkZsyZS2vUXEnjSI6RexkYx8A4jwxzojahPl/pm1HWQmlXMsopJIZp5Hj3AqbI83ZhvS6kZkzDTEoTt1UIN0GTUOrGrRRQGIcJbUpMi6c5qbItN0KsRMuQjlTN5GCkkLg9r1j5krqu3L36kFc//rMkyayXt7z94g0hGnHsXLczS1ca4jg1CbyPY7eewAp5wEdjDN6QQrBa6RbIediRBe7iUxpdlSCTw0O2Z6L695WcGPvg7IX9oapcl8vXbIVxT4MSbXQTSl2JuRHHyCAT98c7TkGR7j2XZoFqzb0BObGUjWabW5ljAiKWQIZMTAMpCl2a9zmsg7pRKdAIVhgkuJktNEqvu6w5EnygS4qyW7rff8Zx3YNGzIJDbsx7RCl+0y/S99yEDoig/kp5b8EEK52we2cc7ZeJMRGGGUkDpoK2RuN9Y7BRi9J7BWtoKWh1Z2ut5b2k0u3d1eit0lUp20prBYmBccpe1qTIZsbtvPH85VvaevVgIGtEGrP94wuc+csi8l8H/p/Af9/M3gE/Av79b33Pz/av/V0PEflLwF8CePXiFe8eV9blxm3rfPV24e3bjafHBVMlBec2QiQPQkjZZ8gycJzvOY0jy9OV1QqlwRAKa32HxEieJ4YpkMMD94eDB8TEjJTG3byjxGrnbj5yfHjARClto5aNvm5kg2NOjPcTQ3zBth4JORPzQKmNfl0Y25Xj3QPDfKKKcD6fKdvKcimsa2G9LYwpMR9GrkvhdlsJAVo3JCaqVlJrBL1ynO+ZTieSDO57eHxLjMJxOvL0XOl65fH8yPX50ck+sbH0zTUKPeA8Dr9aandYrsWAZj9FXb4sSEto9bh1JiMMlZCcTNQ3wWKmxESOArX4Iu+KWkAof9e40npzGacIMYx7CK54jH0QqB6yMwwT2/GAjpVkCUqjbY06KrmO5DpzXtyebNUZoN2SJ12lgcFGAu5mDAhaR0I6gg5IAIvFBWYpEVpnazdMC2aZMWZSKsTYfsldGXZrtgud/TOh1kGMFjz304xd5Zh89NkNT+YWbK+sUoiuTBwS42lgmEZvdCQ3QLlgxHxqZYFaN1oHT7zaoFa0Kq0orTdiHpCQUYs+venNy6K1UU3QecDSQA2ZtcLlvPC7f/SO3/+jz7jcLjQxukCUlVD/8egY/jfAv+wvB/8y8L8A/lvf5QeY2V8B/grAj3/wE3t6c+G8LbxZb3zx5srytqGLMUalhspFXFiSx4nQXTY6ivHBXeLP/fCBu0n46S/eEDSQUud4yjizsxFD4jQ/0DdjrTeqLRwOM3Dk+XLBRJnvT8TjyOVp5XK50rYLsRnTaeajj+9RIm/ennn3eGFZF9CNWipJlYcXL7h78ZoWRtbzwrJeKTfl3ZePrNeG1so0ZcIobOVK18I8H2lUhjzSdaD1GzHDdMic7u/8za+F5XIlBngT32AhU7Yzj9cvKXJju/mEpQa3K/cWqK2CKdGam4WS0ExABwYiIgULK7oDcxUPxwkhkERR9es/Fr3Gbhka5LCP4KyC6g5E3d9Lta+txeOYSTKhWwcCXaurDs3zMJkiNh3pXcl6JZYVvSmlCF0C1QLhcPAbQDN6Sc5AGJQkkSGOGEITZa2CcCSMAzYYYSikZKTB8xm29UrdGtKEQPBpQ9wVjd/6LAp4RH0TrHe8PdZAIVuiWUVjY5CZIApWdnv3+xRsdfhKF6Jm4jAhw4TlkUZAbIPSAM8jDdmwKB5v0IPf3Gr1KL5SKFvDDEfZBaHt3Mqtbmy60hvE4UCaTzQGrueN52Xlsy/f8jd+5w/4xWe/YKmNQqPqRrD3HoBf/fEPtTGY2edfv6gi/1vg/7z/68+Bn3zrW3+8f+0f/PN65/HzJx7Lypf1xvm60LZKaILEhk+VR5qObAtkNYbReHE38qNPXvHDH7/i5ccPMMLleWPdFqLec7s16lVgmiEOLJdnolzJp06zgcfzhety43iIXMtKe+ysTzeWp2d0uzLNI+n+BQ8/fs16q7THZ2qvlLoh4vmC0/FAevkCyROpGIM2pqQ8LWdu10I7V+acWM6VflVKXbk7HMjjkXEemQ93XK/dsy5EKcyUMlCWlbKuTiMKkWVZ+fyzn1PrlbWtMFSstF304lCWuhXECr11iiWOhzu22kmSiepmpq3sJ3hqIB0lU2L2MNmQSQhhpyN3fSaGI0LwEsNAC57Y9G0TFbbX7AOEA6TBdQq1EIeMSCYnIVKxoTtGTY/k5mE2PQeaCnFQKCtjFmLPmBnjmBiSS6BzSszHI5ozl63Tr+KhOmNgOijjGJhyYKBi20rpC1o6ofslomtHmxuo/tiz352X7BLm96G00W8G5rdWz8LtINU9EyZo29xZKfM3C9kUavEN0wSfbjQsCCGpp2qr92aiBnSrUI3WXC1a9lGqiDce2yZoDWy10cTQHAjjhBxecasTX3x55tOff8Yf/cEf8ukv/oh+efbQob55mrgEJB+/0xr/h9oYROQHZvbp/q//VeBv7r/+t4H/o4j8L/Hm428D/8Gf9PNUlefLyrtl47GurG3lNMQ9bAZSNuhKL+ZwTFk53U/8qRcf8dHpB6xxRmbh9Ucfc+3viMNIWJ6hVNpaHRevna0+89GLmVevH/jd3/+UL99cCVlIw5G3jxut3diWr7i9uxH6QBwCw3ygycDzeuPpfGNbCnXd0NgZDzP5mKkoby/PsFROIRPGiaflzNIr3QoJP8Vq7ZgkthaJ18Y0TF5DIqgmggW2c+T53TuyPhN6YTpOrER6HlBttGI7q02wrCCdNEZSisQm9FrpFqmaWFskaiZFReRKlO5RbOMBk0C3To7dx65xpmkihuAfpmrIYF7LyoTlhGr1TEZzF+H7h5f6ARkSKslRZCGQctizryFZQ3phMCPHmSoZUb8mVytUOaPxiqXCECIpBg9nFWUOE+N84vTynmF+zaJCuzaaCNUax9i4H4RDDEQUWoFyw2pDqG6yip3eOnmXPH/bHarmxjPpTrC20F2SGJKbpYBWK9oX5zto+9q/ADCi1BhcaavNfTMtIBIJPTLHAgksCiF6yG3aMfJqhhajF882bWo0fGoSrNOptAJtizQNWJ4ZpxPj/EAKB9a1cXl+5vPPfsFnn/+C5/PnbKxo3Ijm3pUmwuVbSs9f5fGrjCv/DeCfBT4QkZ8B/xLwz4rIP72/Mr8P/HcAzOxvici/BfwO3lP8F/+kicT7N2bRzqU2iglVFUuBcQp0BjQUaneqccrCcTTuXk18/PIea8ab89VvC7XyuFXqFqk3ON8WhMzT9QISaLoxnh4IV7icN5bzE5L8ivXYjMzG2r6itgH6yFgDt6vx2R+84xeffcmbzy+s57O3zMfO3esTpS08fXFmbY20KdPLj5jiTG4TwW7IBPcPEykLdulszyvPtzOSVsZh5PnyxqcgORIk8fjmc9YKh3jh9QczcjxwXRrnUglaiVWoKdAcs+yY8pw93zI2UjBKUIpUer1xigc39zChcUNjZJwmqjZC6F4+tA1rIzlmQlfPpehgVfYJRaD2jlkjRKP1yi+9rQbSnOgcY8Wq0pvrG2KUnYew0ddn4pKcWSCBmAbajBu58D7iODpct3RDtJNSQIYT80NgujuShgO9KGPN1CwkWTjFxjEa0RqtVAo3oq0kSYTBENWdvK1+gusv8xi+RrrDzknqhBgJWSAKrTe0VUI3QnevY5DoIijcdNXnRlIPpO2100pA9tG4xivpsIucaARNmAREOlUaWoVeBVO/bXhSuWENKtVVoX1Ahnvy8Z708kN0mlDr5HLhda5c7wbOY+Q5GY/rFVCyGEFdaj19xyvArzKV+Of/Hl/+1/4B3/+vAP/Kd3kSIsrpVHjqHbtEAg9YqISDd+s7mdqMbXhCY2PiiNrARQb6pRC2C30IXG+Jfuucb2eW+uxvXBPadt7Tjw68/eKJ53cXntfGghA0wO1Mq2+IIe71fqDphVyM3//sDTk+cn37xO22ehd9bYw9sl4iVSrPlxvb4vj26fDEYZjobSNunjakCSwnJPjXrXVKNs7d2FojA0OMtNYwMjFWajSuqoTFpddlK6xl416P9CzQA6OOiILpSGMPum0BbRDD4gabsNLCrnaMmTHdMwyR3HbnngR6GchrRoaADgqjC3w0CiKNqEovLulNoyJ5z7p8//4R6JLZemdbCqMK2MCQnWzUWqOUC10K5SaMYSSMd4Q8keaJZjMieWcRGEhxenYPxDgRhgnCiFpy7qJ1RAtDVLLAlNUR/K3vp2QjpAQ5k0NGa4diDJKIeNPwlz+0guiABZ/GmAraI0FGLxcsumu17alQAkGqlwe9YySs+2QiBW8wdoVWMlqE8b4wLB12704UH1lacPWpqqB4g1MNam3u0BRBg2E5osNAmA6E0wtyngGh1xtZL3x06IQf3bHxMWte6T/vbMtGyEbP1cfC/Bq6K0NIfPzhJ0g+07e3PPVGCyMXG3gYE4/aKJsicWRFyXXh+fLI5+/ecJcmcrrSo3LbJsq6cVtvXLfGJJNTbrrQg5HmG7SV2/PqXXUJxAjTlLm2K2VdyPEF2RJDNLScefuly5RtM279SkOxDEUC6+NXhAR9he3a0LrxKV9xPAyUTUErWju3d0qeOstlRYBxzISUKVsgDUKOlRDwQNkpcSvGtty4Xc6ICaUZtVaflAzZNzxzd6GGTNmgG3RVIEOFGJU0ZIJ2PzHTjITBpxBiEM3Vd9XQEinNgaopGEGUkFwt2btRmyEyEkJ0IVLcuQH7wzCaFnRzIxU5Mw6Zw2kmJ6PWwuWpUOtCFSAFr5/DKyTMxHFkiDAFIxDRWKjBVasxZyRPdIR182ZvKwVphSkIc/L8kdA9DMgskEP05mUcdnQfqPhNIKawZ1V8c2MQCRAGhEg123NBgVvbQ3MMVaE5j42UHe5q5tH03bo3xEPCYsCiC8q2dUUL2OBpZGYB4caQA5XuG0Ec9gZmoJlgRGo3b/aGhDKg+eBj+fmEpUyvK0MvxPYMshKmxF2c+a30CcPceXmKvHtzZVkaay102RH23+HxvdgYIKDpNZYiEq6YVSwk1qL0FvjKOocCQ4WSAk9d+PLdlSz/MR8fHzjOrgA7l4Hzoqy1UIuRwkaUBZEZs0zTQg6RTqPUzjSMTEPi5d2B0whfvv3Sa2v2D480SnEuYahCSTcsQY5HWulcLo8M844uN5elrteNdd38Cr6tiCnXC7B1Sr8R0oDEgzfreuaQE/COPBw53r2k0Li+LWgQlttKkgG1SLSBaUjYCGyFgCESab1jGtmWFZOVGIR5TK4e7LYjz92BOPSAbE4J6gFKMBfOJJ8eJBFqKySBJAeveduK1Y2cA3EPHO4dfqmtH4wuC3VLSBjQIZOGkXH2jSHmQK1KOV/p5Uq/eb2eWyflO9KQyQFO00RDsNYotXLbP9SY0ov3DnQp0CqD7sE0TX3KEppj2mX4OlJORKE3rBboOyEqu88hyDdKQNlZm+ykJmtKCplSCoH8NRauixuqejeG4HkZve2Oy3pjiJ5BYXvQDyZob9yujSDqMQKhIbZH4FnEkvuCVPEw571XoSmjcULSiTg+QB5RhFpXYCWGG6fRG5rFImqBnEZ+64OP+eHpJV++O/PZ2ys/++LMu1un9l/DUNuuyvV2RWtDGoyMXC+O/SpVGBIuFCmBsW301DmfhT/Uype3wssRxqwUjfRlIGgka0OSkfPsozEafYEahNAhW0aaR6l1VUI8MMwHFrnSS2U0N+4ULWxNkA20ZdKYIEAShW1zocwQGcOwJ7GsbHWltMgQE4NNWDO27Zk4DuR0ZIwDFgJURTYjpzuGdELyyLZB6ZUYMmTBJIIIx3EkBWFjpWnEioNPpXrsvdVOk4Fo5pFme1Ov9wAlumpOVoKsnq4cMi1sjjpq1fH6kpDgaDFVsLYRzC+hVTutr8QaGHJ238P+8NBV9XwMAYmJMGZ6ik6UjpF8UGIpbMvCdr3BWulbYz68JJuDeYJEQg6ouYxdNXFT0L7t6eYbkYLQCcFLGMGzTUHexgAAoT9JREFUH1MIHGJ0s1yakJSRWnyDlAzJGFJmyMkp4PFbG4MIOYh/LR9pOqIqFIqj8NUj6WPYRVQKskUiyWPntKApUkyRve+g3cedW99I1TMignVS3oN7QkbFnKVQ/O9qIsSQicOApBlLR2oeaRLdJdo6QTqtveXSLgynEyFmSvWR72SJw3wg33/A69PGxy+u3B2+5K/93i949+b5O63J78fG0JW3z2euayVME2nrhOszr2LA2BAZPQAkesRXi0K9rHRNPC4L70w4HgLzZLwaJ1Iw1t7pwFo6KQw+l29e+8UUPdXJRuq68vlnT6Q4ksYA1mmteLyqFaCgrYNVqCeUDKEhsZKHnZasu0kmCl0LNCOwkXKCCn1TsMgwHxnjgTFFeur+wVAlhdFj1C4X1q06KlzZx2BAhDwGhgB6i7T+Tb5iihBCp3bFmqDWXcsQIA4eLNu1Yup25nly67JaA9Sv0VEJUfbGmJHyuKOFPG0rhkDr3uEW9c3Uvn1jkF2EFDLjNBNDBISuRg9CiEI8BHKJDJpptxvltmFLJawFxhtpHjEJRBmx1vAUt8pkgaFfiVIJ0sn5PVEpEXJiTsI4DAwpchgmUpqQOFBqx4bsTbydxTDESIwQ97zM948gwpCzi7lCoOIbYTehW0XbRopGzJ6vlxQfYcaBKNC0Y1Gd+dgdjoM6LzJEcdk2jWBOm/7/cvcvP5Z2WX4e9qx9ey/nxImIvH33qq7qqr5I3aRIkZYJmrZheWJPNBEECIJhGQY0sQcGPLDgv0AjAxrZIOCBBdiQDdjwBaBtUAIlUQYpdbNJdbG7uruq6/bd8p4Rcc5533dflwf7VHc1QYpdRtOu8gt8yER8mZGRGWfvs/dav/U8uURwtnePZKSUrt9TE3o6NoxYOyJ2wNiA1YZJ3cjufSO5jho43p2ZpqknWUtlDjO3o0eGRhgs827m0e1HPD14vvW7v8/f/inW5M/ExpBy4fufviBWx+B7Zn087DBOuR73aNixVEN6eyYt536M9sJKIm4RaQGnI8H3ApofPcuqbCVTqLiWsOJwY2DL8fJNShgaRhMlrSQt+Lj1qnCxFO1z700t2gyVHhKxbBR9oMRIKwPGTFAdxYIxAyk1TDNMrhfSKr0WMA5XDNNEoVAlX9BlEzVCapESV1p6uAzTWBzSi4jeoVpJy0o1jW0BmkURqlr86FHpHZUSK4VKFaVpr6y3FHtxS7s9ulXTOY70z220extEOv1KakONI9neerRB0JSQplgMHgfZ9AGXy6OqmDDiw4AEYfC98wB0o5JTBu/Q3QzFYlVpvpBzpeZ71nLGl6kXmmsHoVTfvRG+KEY7Q0KMwXhH8CPOe5wPDMFw8KHDgacRcQErrncGTHdpXrLFoHqR5HJR0PVHrGeYbzEX7qJogZLRQSkqlNJNZWKlI9kMUPocRjMN4w221J5xuGDie5dFL/5uC7W/jjJQ1KLiqFiq9RQL6jziAs17cL5nKKRRc7+ODhac6z4SGyakwfndG3JdsE5wAqPLvcM6CgNCbuCK46OPnrE7BPjf/enX5M/ExtABGo1RpR+7rGU8jIyTxxpDcoH1lKnTjiqQUsQZaGxYChZlUEeQHWpnYi6kLVNywXmL0R551Vb67LyxOLF9uAYw0gGxtSkSBpqaHlRLlZQbxux76MUJ4hO0hNZG1S7Ytbb2BUTDOEdJtaPFjSUjIP4S4XXkdEYBbwMm7Cgtk3NkmD2Q8S4wOItvEzX2cdyUGjkX1rSgMvbxYOcRC27waFWmcY/i2cpD54BVR4uKbf6CJ68EH3C+99M7Yb3fmUU6sbjVijdQfuxfqH1zcWI7vhyDE4v7RzXyIvhhwA2BYTcw+amTuGqjZvDGEqzHBpDZEY2haSGVTK6N9OMTWVNMc32BqnaNnRGc61Yu43ynanvfUXa2qwbnMDKGATcFcK6PkZdKNcNFa+/RJuTcFy2Un4At9gCZCVdApdUI1G7Pbtr9EPSNzgpUo6hWqnbfSCkZqNSYLl//BWbbPzOtKuInqvFU0zsPagJNPGodWTobVJxHvO96PBqtRWix//7W0MGjwfRIuoyMw4ROMwRFgiHHzNoqvhiGUpAqtHOlZY/xE/vr8FOtyZ+JjQEj6BQwKdCqoYaB4q5QGWlNeViP5FqoY2WTBhfmwVgNxjqC94R5YJpGZHBk06hbZQSUghpDNUouqTskbA+i6IUXqK1rwupoaE56Hj7nLl7MilEYQiBp7tXlusPRacHWZJxMNAbUZNQajJ1760sT4ul59qqYVJCiFPrR0Uuhxo1hNITBouoY3ch48Ax6Rdk2lu3I+WSIWUALFYtgMUZpbUPolijNShCLtwbVhGkDzmXsYKnN0ejJPeM96lMvKKrFX8I+uQilObLtVFInCYzBYzu5RLpD0ojr14h/5CoxTCP7/UyYBqwNmNLIW0Kz9i6EMXhrGUeLCa67Y2vDxYLLqWcesBh1GNPZiGawiDeM5vJ3FoMfBB+EMHisG7DGYIeADAMmDFhn+ju3KrYN+NC//hLp7Er5CfjJj19+pn/9JW09flwqWnMfakoFraVPXuc+2qyu0tg6JLc2SmuoZqRetkst1Fb7ic5PGN8LskW6/dvgqT32RTWC2C7YMQ1qXjElXgxngkeorfWicB3xTP13GiE8vubpr34Cjw787ref84MfvOPmtLDbIoMotD4Rq9q4CvNPtSR/JjYGMRZGB95h1CLOstKoW4FNOJYzJb9DTDc2K56qrb/Q1DENM36+gt0VdfBIM1wfbrCpsJ0y9YKDt5qpJDwOMWCMBePJrf9oTENqxTeoNPwoOK2QIiqGMAitgvcDUmFt990eVGc0VdRUrDXIYPvdVAveCqkcyepwOjHOE9VkkIK2lWEGNwlNKi0pzl0zDRNBLbH0wNJud4Vh6NAYHH4I5LaxpkS5MANjaahpDNMAqWHMgEgC2fB2j9b+TmyMcl7XDsVpBsX0opql9/trD+7EGvupxQw9+ONqtz2Lw5vdRdzaH2MMh+uZcR4wRhDjSWw0L9gKmhtFFWMd4sEbh7UBmwrGRHwY+jVNerHVegcIbghYZxnUYS5zF94pYei0JGdcz1pYC87RLlxGMbZ3DXqGmRqhXeYg9McShz/hqAMz9JZk3SDFfKkX9LqBaEVrJbeu1is5IqViL3i6itKaAzUE53vUvBYURw0DTCOE0E+l2sGtTXrQv6j2lrJ2Tmil8zPG0TONAWMcWRSlD8RJE5zYfqKzM6/PDrm65hQsD37Htn7OcH7H2CKDs4yzY7CO3U/XlPgZ2Ris41QtbBuzOBDP9u5MwyFUWr0jlDOmA4WpFZwGrN0zWcU5i4wDx2YZ6sxkA7fPHkGKLOUtdQNbIkOpJO1VaCOGUi1VBqIJFHGMtc/QUw3NWnS0eGdgMRQDagreeq7cgeVhJRiHOLBOSZLBRAwOPwqWhrTeMtOyYsOMNeBDl6vsRocznvnqlkTj7d09sUSGHHGnQKqRsh1RDMYGwuyoZsUHGHcDpyUTVYil8xWN8QzDiDbfo7gygG44V8BYUhZonSOYEzTr8WYGdeSyYk0i1w3f9sDwR/37TCEMAyoZsT22K6qXu3t/vPe8/8FTjG0s65kYN6KufbBIffctXIqpiOkmbXE4a2iuIN7gqDhvkBCo0rsN3g0EFxDt3MRWM04SorWr/zKIWKwMGAaMeoxKJ00jVMnU3FudNXdKFJeOxk8OS2hrbOncAbY5XYbEejux0cGqTStVQcUiNlzkt1BNg9pQ77v8xTrEdLs2OJIKAQfN9Wnc1PpVxAtVFcRhFZz2CWKnYEplO3c03jRNvV4jllYSeRVyi3gN6ALZrGzrWyYGnh0mzvMntOWWF+9e8fLFC6ZQ+HA/8yT8HFKikZ6GO1XlVAo+ViiF6pRRM/N4BA9+62jx4/6KU3HYBGbnkF3lTjeIO8YZogy8dE9oLXHWheDuOojTXeNj6e+UtgNAnF1ppvQhHnNxGNYNj0fjgaQbbuyzA4Pe4CT0Efmpom2kNelhIiOo/vhOKzg3UYsjpkg1U7cgmZWSApPZsx+uubraYcaBN3El24WsiZQ23rytyHBiaCvSHBsJaQZXE8EdcOIIl/v12gqbNJyA94WJxiCerVakdXalNsGoYauJXCPOOKyZkDYCjVIthqEDYbUQ6wamv0vbkLC+YVWRZnHOYYY/GZZx3rJ/PGO0Q2toGa9yAapWFAsVjFPURqxaWhEEi3UBIw1vxl6HCQ4BvPOM9rIx0BelmAlKo24bSqFYxV1sWdX2eRGl4/FTBRMh50bOlVwjtURAESw/ybKttbEdE7GUXldw/tLVMcTWqCkiNIzxiA+YceoOy9zQlDtFug602mheUMlUhVYNqo6atf+6XEi5oAJGB4ZgCdb2jpgI+zHgjSNthTdv3nI8b/jlgf3uCq3Sr827ganscM5QgiLpDdPbCMMt74Lnsxy4XyzpPPHpD8/I8orvzY3rq5/DGkMfwrFMw0zRpWfTTac0gRKG9yl24nQ+wvmBVc4QDthhx3SYCPPA8rByjifeLMKpeu5ffsqVRJ7Vlf2oVKlUsQzWs6XIqS4435idZyeN2XhamTC2gUCTlfOW0OYx4YrBFqzpCwNjsH5mjXcMo8MXizMe9Y5zTh2OUenMvlR7sa7Q8e2iVLHkZi7uBrBrY0cgOJDcKDyQ04I4oeWNVTIU4QoPRVkeNk5b6onI0ihFcaOhUZFWMc1gVdhi6+80UmlATEIWy24/st/tuxuhJEoWVGHye9Jlwo+mGFeoYrAYggpaegfCOvlHvoMGYaCUSk1QUu3+RhRjK2a4MBEFas20lvv1xTiC605GJwPGBFr+sRpuuFzvPN76y8ZqaanStFEqXR1noWrCFNPjxrVepLtgYyPV0n2ZWvr4dE79NPATO4M2JW16iXYLRQzGjNSsPXmoEUOhyYCYHcMw9VSo2RCrUAoaC9aCdwbVguRMzoqRgGmOXCtN8+WE6RhGyziM7IaZ4AzWVqbJYdSxYpjGgfO6oq2yLQ/UanHDgI6W0HqFYlB61F835nJkjpnhuVKfv0ZLZOfh1XLm/u6BafjplvrPxMbQFOKWCbVitojxwkNrNDxj2jO6gJHAuS7kouD2aJsxO0ML4JnZFUXjme3lPVIzvi4kregEJljMJP2d5xJ8GpJgasNstVe/xRIpBOt6j9sWtGXWJfX23BR6Tj8LTme0BbybcRZGNzGYQGyNXDZSTeytRSqMbgR629AOBjc4jFNii5wXhZggeG72I+zG7ndcLHeroaTOHYxkWisM1hOXO1JSUqo0Uy5pxUhN8KCNQRtD66POYi3FdKWc1NbpxLXhfC/KlZwRMTg7dkBL6uGdYCCVSO1LmwIMbugaeS2kvP6J6cRSGm/f3iGlsi4L25qpRbGmYWalGY9x+47uy3060/kLQ1IUi2JMxdBoTfrEaettxtIAbRhv/3jYSS7zBQotmp4NMJUmGXK81BJ6sTG37pRQA6Xkzhdt7U9QrhVDxQN9JLvUjDWZmLYeea6G0nw3b9dOL2/aoLTLOPuli6FC23IHFbdGUAdUxNH/UU1AhtAToX5gngZ2g8G5XsfJOXN3XEACbp4IekZswlEvXBGDMRnjKoMVcimU0i1lVlcemcavjJn97oTsRl4dDrS05+WLxHn9yUHzf/rzM7ExVFU2iWjZ0JxoeKoFUzeqmWneMM2G4ymhh8CKUiWTW2NLwiwZLxBUWE5nBtkwbSGpcsIz7PdMg8NIf/HZIMw2ICdBai9aKZVian+RCnjjexDIlJ5yNLUbpFqHi2oTxjBBzcjQ8d4p9qRcwOKawxmHhIvTwdVuD3L+kthTjssDLUUezY/YzQMlVdaYqS1hjEGNvViJEs5ZTLDEGLvB2QnOBYwaCK13bUz5o3yDGOmBLVNRybRiMEWxTRHNl5h06u5E6fdb47vqPedOlt5aw6RGzo3oFPUjpbVLMvKPX2g5Zz7//BWDGOL53NN8BawouRkGLfhx6xX+WGi2oXbDuxG5tA/14nPQ1tt3Su4/L4bSKkYr4vtdW0XANIQMaSCV3GPZraIlXsaZK63mrp3Hgu2eEqm1C6B+4vWn/WKCtkotmZw3giloWi7FRajStXdsZ7R1hJvXAiSkZUpRaELLGZGK9RbvA4LD7geqMwzOEoYd3vWW834/sttZLCMJePfuzO9++hyplZvdiFFHaJUQBGcKPhiCNQzeYHZCS42SIkV6cGsQ5epg+WC4wt4+4nH4VV6mkdf33ya+ffdTrcmfiY3BqJLKGTEW8SOxJHaS2VERl9lobOtGVcUYuN71lN7BCB/d7jDB8+WycqainMnlHZVEaoaYZuS047Yq+yA0HNXT3x80gBs6NTidKc4xhJl1a2RGmhkIc4FacN7RSrcMoaXnFKR1a5Hr9uFmIoNTvFhMaRg7YtxAlhXrfbdch5HD1SPEV06tgfGoncmrEM+J9RyJurG/2aHG941isTgxuMFTtOGkXoS/QweniIBGpIE13Y9o1FwM0I4migaBlrAuMQ7h0qGwffin9oHj4KaLJ1JR2SgX2IrYgNFCNQ21A8a4TkO+PLVk3jx/ixPpYl6bac2QmsGlgNRCi2dqSkjJfYoT+ugxDVrqyD0niDqcN6gUUI9rhqpKihHTBGzoITRRSo3k3L0WRlyHqrRCk3whTa204lAz0H3YBtFGEHcBqFyeVmnbPblkcsk9Ci79+260IdonI2mVliq1bFAbpRXENQqFXBtOPN57cBMyjAzTrndBBkuVwjzPHKYDHofWyuQs8zhSmCnN8bY0vvtq5eHNK27nwGHy3O4dz57sGIbQA2ulsawJGVZUGmWN5KzINGJMw7uR62HkrHvetFvu5g+I4Xt4iT/VmvyZ2BjQRimVZgLTOBIqzDbyeBROeSMVT6oWEYvzwuGw4+qw4+Acu901zY7E9UfoeuLKVmprrG2jN/cCZV1Zkmfcz6ixiCi5RoYwUpzDuIbJG4NpeCdk6znmQmuJ2QvzHKjG0WpCpOFDIJVIaRuD7+9EpmrHj099XFZz5ccVLm9GhhCgVsZx4vDoACXiMSxbR9Pf1Y0UF4xRdvOBcTdg/YCcGjlv3XYUuk7ea+8EeNlRtLHGirOOZmqfvKy9NmPsxcwsvbJu/UbVxhAGhmFCdGXaOYw44rkTjIwxWN9wviGpUqpSbCNfgj2DM3gvHZ5wed5/9YJ//d//X11EsFwISNJ9C3+Uf/iJQJFofxP48ccuv16kQ2vEdGJ118VKV7i11sM/l9+jfxTC6ramLozljz6fSg9wodIHpuSP04+CcPj8e3/8+muVutwTU0FrxqMY2y8YUuuFxNQpzlwAt4pincUGB8ZitbKfrzHmwBI9S6kY6xhC7sNy88zu+sBunDuyriXMaMAPbOp5/gZ+8MWR1/dvWNY7HpaCt7CfBt5LN3z43iNuRyGXjVAqaitjcBitGDKtCuIsg0SCWmRLnD//lPvvf494/4KDPf9US/JnYmMQMZfjle9VYS9MuwnVyBSE2VtUPN5NNKfU0TM+2ROma9Z0hV0j/+JXP6Ye74jnxMt7QbcK6YxjIVSLc4c+wttKH2mtFWMzuB7Zdb5izERLfW6gtUZWpVTbq+GuItbhxOGcYysbzRpSKQwAteHdJUgk0kUzaUNb4/rwAX0sMuGdABkzOpzMOE0cH07QEqMXHj26QtxMJZJSJW5gZUcI3Rql5z4G7syANZatpY77Mt3QIuLJl06Es4WiZ7QqRidKg4IjJrAuc30Y+OCTW8Q4vvjRG453P85rKLlUxhSwxjIET9OC1g2Kwbke+vrxM+XI15//6P8XL50/m6cW5HTCVyitYCw91Vg7SylYh2mtczVEEGeYgid4jx08MngGaxB3xYt3lh+8Wrm/f8ev/fINu7Gymx4TrkfMFBDrKVKpzVFUadnwfFn5zX/4BX/4B98jrq8Z/EZrpjsiloXP3rzh9XHj68+e8HSa2Q8r4yR9AlMbakaKNBQhIBhfubJHvurgK+bIOkaO8nO4MUzB8PWnE+nsUQy3k+PpTWDzjioTxvW2oZhGzY4tRl59kfjC9uOlC8o0PmG8fUL1z1nyESMTRmJnHuaGlUTzK64YPANFRowIowqaDUl2eAe0XmeYg7A1cKZrv6RFTP3jCbshGJIKhoCVQHOVYhQx2oWkRjDSqT3NV0xqWCoxZu7Oe8ap0doKpuBdj1iP44wxA16Vu/uFdU19wAZHqwPpnMi1dkrQWSjtnrQVSq64sXc/jPOY0dBq7n6Htcd2qyZyMTQcJVSay+wfXxPCIypKLC8xHoyCE8/g9hA6CHXajcQUySUjLmFCR6z//89TEBasgLgCxpHLAE0YBumnt3GHs6anGFURTXgHYZpo4jhXz+cvV7736Ws+++w5Wu745KNP+Oijjwi7EWMGbDUIXVoMDZrh7Vn57e+f+f3f/R714Yc4u1JMRxmSa9chInz+6Rekh5Xn+wMfPBrJ0jjsPMGNJP1jupQLnqurERmUj8XyX/nV97kaHnjxWv4Evv2f9vxMbAzzfsdf+tX3+Pzzwst1JN8Y5L0nPGo7jstKq56HUyJbxeqZ2WT07cby9kQTi5mUbR4JbuD88JyUj9gGhT1VCmtbsVnR88TsrvE6wUV02hvsikqlSh+9bRfnpR8GTANrGtYrW1JSFawbQBVTK8F5vBnJLSKmMIy9up1zoWrGEljvV6xemHveUuNGqb3fX9KG0ucwMpn77YRWz/39kZIyxjjUedK2suSVnUhPPi6JlJdL8rHjHUzoePYuPY20JIi/wUmFcmQtZ7atMPiB4Adac5RV2bZCfugUI1BssezciJ2UVDPOFVQFUUswntmPvHjyrJOX0Q5G7Xqnrmq3fcbBqPQrgnV/fJ2QywiyuXgvtINXubQYBYPSUKF/XAG6bxLlopSXHskW+COd9OXqcikC9enTPhBymeuQTs1urf9K/WO827un75PJNOtoFgq92m9q4+ntU559+D522uFHSxgC2/lMPJ/AGrIdeXfc+M6n93z/05c8f3XP6e41O3NmsB+xDxbre4fmx68jNaAFUjF8+abyne98n7v7HzHpAmZEcuy4vdYYnSeVinOB+2Vhq5CJJGk8vdrzaFe5GjNj9YyyI1jp7gwHt7Pha+8/xvo/x9Xt+z/VmvyZ2BiqnUnv/WXepu9x9/lCe5hJ7PiFm8fY+Y5TWnnzMpGOiUHekca+qK9dIRXHukSqVo56ouYTLS9InzymmA0NhQXDsihXoWC84kU6HPQiaFVrqLlPvfUXdmNwgtm23kbzDh1yb1+ZgvcBq4ZRRqwztJJpKM46aEppvQ2nJbBFaHJmmGau/EAoC/Gc4TLcFbylSaOUyLYkSg2sOSKW3uPGUrfELANXB8/Vfs+DzReegqJFIdCLUaUvYK0dAKJYXBgQszKbgA0DTRxbEY5rQl/fkdcKyZFy/aOx5GHwlK2ynRe2uPUkoh9wEhAN/N/+q/8N6iqdlWAElRlzyX+UQXBuwG99LqCFGW8HZufxk8HPljB6BKXEiJOKNINmhzWBrAXxfQGbpjjt7ANpgnceMxjE99ShSINlIGfPairVZogRlytVMxD/qObgANe6X0OLwbTOfSitkTdoptG8p1pHTGfev534+Jc+4ermEcXMDFfCEITpFDjfObYqvLjP/IMfvOJ3fuf7PJw3Ho4nNJ6YroTdfsYa1//81sGvzgesGyiqnJfCd370jk8/+5JWHigkat0zhZHmlOK0p2Nnh/GGXBpZ4eXDSspQo8HpwG7sTovBGAZjLvWYXoO43gUe1Ym7Ov1Ua/JnYmOIUfl73/O8fmnx7+65disa4XUdULfy5dsvePXlHTuU4SqRqiVqRQaDhIG0GbZjImhhv5uQcMu63KOXIE3GsVUYtbLGM22aKTSqBx26zJUCvni8Aw0XzFkBVVhrRkru4R47Yl2FYhE65VlU+n1RLTlJr/Rng2pXyePBDSN+tP0FXR1rWjHWcDXtmUaPFSUukXhWliXjbCAYQ/BjH/oRxzwODLsDw25iKg/kOONp6KRkFtbyjhojmjqpWY2htUKtCdRgzcToLLV1b8S6NeJ6pBVItmf0jYFpGDBeMVHYqmBFOAw9c5/VcG5gY+3dANcu8tYVbxyII4sHhCqVkjZqLFQbMNOEYlCVjkRvHfxqjeLF4XTsHQhRnJpLh8WirXMQrGkX16y9dFJqp3HFzJKEeOFRaF6wFKhgg2A8VM1sJUFpPVCXPSYLZag9fVkHIgvLFkkpMdqNr/ziL3Hz9AOsDARfERHOJ8U0jxn3fPYm8nf+4At++1vf5/j6ObVWcuozMiuOtV14G1VJmvDOXSLQAa3K+bjy+kefIcu7zhmhEtzGGHZUdlTfiBXmww2DCyzrQs49X3NOmZenFRscfhK8M1ib8NYwJg9rRYbMEJTbnfCV5H+qNfkzsTHUkllf/AC/fM7VcMd+CrjJ93Pj3Ynx9IIn5TnTYLnaHRiGA+82y6kK2USOcuKqVJ5NV5gnN9y3DTMI2/kz0rbhzA1BZnypeNsYJiW1QrbQjEeXSkgNXMEbS2mVokpeC076AmMNuCZ4E4BIzo1SPcU0wJKbMIaRddmwTVHlojcyXIWRaRzI2oixEAtEE5nnieF2zzxNmNwn9twGshRMXfG2MEgB5ykhoNqHf2KOlJrwIoyDx3pYciSvQtkSWjpToYnBBqFclOrmctwXFGdsdy6m1jHyRpgnyyiVIXSxjNfKzjvUCsMw4q0hpUIpCw/RMDjHEBxWKztjGY0HhaX2U34UJbqKlNKx6jEziu90pFL7aHtTvDc068gtYXC4sadLxRgs3TVZtYefjASkCeRGqYktr8RqWTZH3ARtBSML3heCMXi/J+wm1PaMy3G97zLYtJFaoOjI9dNHTMZQolLXyun8gm/8+lO+/o2v4MyIWJiuFBVHXhZyGfjsNPG3f/v3+dZ/8QekN8+p5QGjndIk1pJbI9XKcV25MgPqujZQS+liZRzGKIYHBtspYYjrk7LVUrWRWmHJINEQUutvSlOhRMdWKg9bwdyt/fvahMfa0FJ4dKFR2xgoOFwbuB1/DtFupayU9XNCWRjmid3VI6ofeHf3hqEVdpPjMSPVCW9lZG4DVhNxeUe2mZvS2A8evXEstrE8bJhkMHXH6DxaO0ZtPW3I7sDbuzN+NBAGymrxWRhFKTZfvIYNaUJODRMGmlikeEZr+uCPriRWtota3uYD1oxohhITahQ1I31o2REYcNV3uEsVaulH7dleMbCHJJSUKTWT6kazDWsq+3lgv7tiS8IxJtaYKG/eIQG25YRtwjSMvatjBybzhGM5Uksh29gZAs6CKbTc0GLBVvyomDFSjcUZy4RjPwmH0MNIYqA0TxtWtExszRCzIdYebrryARu7JZoK1g9UDFvurowBh6kVY4QiinGCzzDZHuxquVFyI68FEemzE0HQlhGJmGI6f9F60ECmd3uacnFrNEQKrUWWGGlq2KLQasCLRaQwGMvuZmT3+BF22iPOMl4lrAuc7o8c5cwaEyTPWhLbpDjbuYm/+PWv8lf+8q8z+QM5bqAJXyaqKRAsL9bAb3z7Od/51u+wvP4+WY9IawiGIJ3beBhnWkzULXfyNuAmSxgcFcXURhgMDJWsXWAzT3vC0EfotXaepFFI5wfEOqyzNC20Jj2Qp7AU4eV9o0lmFQM3nnA5tUgsRPUk12j253BjgIqzFVk9Enec7jxNKjs3w7ChbebR+CGn1DgdG+eysN8WTDsxWsONeMabA+92to/EpkLbDC1doz5SW+y4cz+RVTg9HDnYCRscRhTrlaaJH9sHcmnkYqniqVUgwew7HaldAjXYETM4Ul4I0rOMNYPBI7Z/I5oANZJUEQZSWWlVLowHoa3C+e3G0jK1HtnKSikb2IQfPDePbxiHHfVhQ9aIGuV0f9enBmvF4Wm1snMDpUVcaOwPI+c1duu0WlrqKcVWlFZ6L9/pZXwYx844roPhenbsrRCMR4FYtG+IFF7erZxLxg2O/TCys54xFBKg3qPOEZtCq+ScsViClctIt6epMjhHMI5K6x5I43BDHwO3xvSvrRpKzZQcMdl01WOrZDVUhFSVnJWWEyIdiprW1hcMgpWR4Hdc72aePL7B3gy4eYed9xg/IFo5+JHtduX1/Tvevn1NixbvFXsYsXWi3WU++fgRV4f3MHZE7D2lZdZ1pDh4vQV++w/v+I3f+BbLq8/RdCIGyyC249yULkfaEsd3D+iTR5ccRGcoWOnRMGsNw2DZ7/d/hIAD6UVpayjqceOMaqSWFTWWZgIGB7XgHYzziOA5Z2h3K8WUzsJ0yuM5YMXQrFAdVP05xMc3haMIwQ9oFqiZyQmHm5l3zmCHAXf7AeGLB27e/SF35x9ylxcqI8M0kW8OsN+hpeLWnpeXekcRw9bAVsGqwG5hIHNlDE4MWRyOgBscqSaC25FtImZhI5DHgiB4HZCaMdaimqCFzl0QBeup2mUsrQ44dqiNJIRSKt5UlExOkFR7lHeqUBvbdiTm7WJ4Wqkl9slC22PBmwGVyNqOnQBtG+pX8pqh9Qq6SqPJihKheKw1eO9AhDVeYK+tQOphn9FbXGnscDg8Xjz70fJsHwhaEbsSpVCyZVJHCgtPbpWDjFgzMTRhNh43RKIRsnMkpDMra2HNuXsygun8AAO2KrVWokCzF3ZkNQSTsVRaCpQt0bRSpNEy+GIR7TBarZakylIreeueC2cjxmR8MYj2fy/jDWEYub4duH0yI2GkOod1Duv7mLnambzb8PuR924fEeNKdYJMe5IGZMw8evaUc6lgNrSAlYlcC29K4B98/8h/8nd+h5cvf4TWd1Sp2AJaPWob1nfX5JYKb+6OLE25kYptSl2OFBLmwsUcvOO9R4/wzrMtS6d9+8xqO4BmkIqvA1lsN3yrkkql1ILxA6oDLkykllhr5WGzhOPWv4YG12NgsobJhMtA4p/++dnYGIpilogrhboUiglsaihL4aWfoXq+nE+M6x1+u2crb1hNYzZ7hvGAuivept6p2q2xTxxaSzSWVXoHwrYB74U5eEYvmPlC0amObDzZe3xPBoMWvDGIRJyzePrsP5cIdE7asXDaerrRaMeUE8j2olnPPc0pDrT0YScR2xt82jpbwDiWc68XtIss1kif4FyBV8+PuGCJ23ZpXRpa8JC7Kcr5xjheCn3V0ZqlttI/j/ZotrcjWKGlI1a7W2E8jDz7+AAUTu8ixQ3YeYetoZO6m2KbxYmyD5Z57/D7A+jI+e2CxkRxvdWnuVCLEnMhlkaKFVcFn02fVDX9JOErdLWBYLUSbMa7LpUUjZ2h2PopK0sfzLKuR5hrFJa8kluEUgliGVrri8dZiqlkaYj1hJ3n6sk14WrC+5EinfFotPWTnTc48bA74CYFOsnL+ImcLcM4MF0FUhZcq1AqbhjJ1fKHXyR+8zd/n9cvfkCpbxHJHUzbpI/xW8XafnoR6zmXxjEXYosMxhNj7WBf5yEoWMN4tccNI8vbN2TZKC6yuUJwnRZl7QTqLjKaPhNTmiIpY9sDbna0qjQr3G8VGzx6UlZNYBPzNBGsRc3P4XSloTGkd4x1oaYEbua4NGSboK24ZaKiPNgHhmmDZNkNI+Oh301Pa2RpkFtmzRmxltoEvAcLs7HcsCNM4MeZ/c2M7D2jGahvMvW8IUZZfGUWwVlPi4X9bPDSaDlebEnSW0HSW5JSKle7mbzdY2p3GlSnqO3DQlohCki7UIi9J7cC2ucZgrhOda6tjwxbR1XBtUjZhDenY09rGtOjvyJsxuOwWImorJQGuo3E5Mka0Rqxht7i81MnDWOxo0FroriGzFdwdUVJR6o0HtbIu5SZCUhWXGmMubMHXfAwD4TDNUtuHF8fuXt4g3cHpmHoo8rlEv+WRmmRLbXOKtCMuIbV1mGppeJkZrQCwxkjQssjjYLBo21AbLeOqQVKoZREjI6triAbswjejEziO/LdlC6PcYZhN3N9e8u0P2B8wHrpAhuhT1xq7Md4hNHMGKn0HRYwnmAD2oQalVYrNSSEQtSZtyfh9797x4tPf4Bdf8SUI7EGohGq25idYR4HRC0UyzjuOKbG3dY4pQjiaBVc6p2S2mrPhYwBDY4zFUkZk1eaCyzaSH5gmhxNI1oKgiVHJUnFl0gjojEThh1FlJwaWxl4k694HCcGm7idIpOuiPwcbgytAVv/y6VpY0svkWKwZWYImRROSAtkYzBl6qhub9iHx4i95i6feGIEWSMmRO7LCTMEnPU8lsKjOWDmPWW44Xq+5tF+ogRBx5H79Jq35weSFsbSqE0ZDR1Tni9BHZStZorzmNKwNSOhY+jH0aHFUVpG3IINgZYNUiFIxeIx6nBNwa5kuiRErKfSaC73acBujYcq1GowfkG1oakhktmPe1oasL6RdetXhe3SJaCHpIJRjPE4ZxmmgZp6ZwXT8EOh5EYrlhod988faDljiiFXw7tXG5s7MdnM7BzOO7xGivNk4zgvnU+xHDfWY+PUFtoj4XCYuBoCYzGcImxqyWWjcEYkYzft8BEqlMzB5G6dAmw2WNfI1bIVYS0r6lbwI60FTmtki5Hcepjsyln2wTNa108Tpo9f40fc6Ll5dM3NzRUqjjV58I3RVAYaWEvRQk6tn9xcz0UUMeSsOFcJbelkcGOoplObrLWclo0vX2Vefv4p6/keI44EnFuHwwY/YOxM2+3xBdw5otIY9hM1R06L4Jp0HqiDmvpIvDVwu5/44Ol7vH3zgrIsxLznVDZSessuTtAWrAildAtWrRvNCrG1zq+oXUFXnaE2qOfM+RxZ72ckbgiFr1q42f1/wXb9Z/2Igl8ttQysZqKGPhLcarpw+wtODY6R5bTgdg6qZ1cb1/sN+8jwaJ759fc+5q5EvvP8Jadlw5rGPO2xYYLpMfPhfYbhmkk82VTW2VOvIu0FmHUj+p5qTCKMTmmlkKvBSaC2E9oiDoWcSQImODZdsVapVKxUKI0UC0Yt+11AaMSloKlSYkaNQXxArVCkIFIxNSPt4l1ssJ9u2O9viPFESgvej9w+2lFL4ayO+6OQ4yUnEaFKwloHpdOs7E5ROfeCV2wY59GhQVBcFNL5gddrwohjP9wwDYFUKzVtuMn2fIjJXYijQl42TvnE/SmSVkXbSK3KksFUw9Vuj/GWms6U0vBcxsUFCg3PhRjlViwnhmo41BFjA7lZNoSlVYoTmhVUIKbEkjaKFrwtjAZuw8jBu87PsApeIe0Q49hN1xx2TxAJbDFhg2OH7ZRr57ohKiZS2Sg5YYLH2NANTsbjxHQGqBhqaWjsrKdsLPcn+MGnJ1588RxthaMkHmxiq0rAY+vMhmd7EIacmX3G7+DRex/x1W/+Oqe751QMUrv3tNlCCwvNWa584Nd+8X1aPPHi+Vtevn3LlFpnW5qCo/1RPFqk4W3t8B0aOXcFgq8OCAw+4K4PlKWw3J94XvsVNhbh2eN/qlv6Tzw/ExsDpmGmQl0ytWVSqYhxnd5cKpIz5ITxdKuxM+jsqXOg7SaCGUi793j48JvcH18xLY7Zn4itkO1A9Vd4d6BlT3IjRz/g9wNIZK/uomvbyG7ESAfBZhJiE7YNxFgRZ6iyYkeDFUcuEVcqrRRasRiB3q8oVAPqDNU7XOvEoT5dKLjgqNL7+A56IU56gs+YXmHvdOQdphWsKdgwouNEa0d0iX0suTlsC4QBxBTaRfqCKDl2YpGmgnEdDsPYXRK1VMqayTXSZIBWcVYZLNCE0gxFK0InJqdcqVUhZcySCVXADtxr5mHZiNaQq2UUTzqeMTHRVDra3VicUyZjcFKoFHZhYDIO6wbUeLL0fw9rHKkUUmvEWnpORBvWwOgseyx745nVoq1RfOtMSRGGecc0XfWZlQxu7LWJvBmcWrQqYhpxS92zkRNipFPCWiOIwSPgGtVAjpU1GYwJVIX1vHB88yXp/CWmLmhsUJRgDbvgkFzI6qntAVMLdtgTxve533b84Rcnbt3EohHrweDQpddbxGamg+Gv/dVf5fHTj/m7v/ldIt+mvnnL2k6YIfU8T1GwHe8vphKMQ4FUK611oI+SKGvpeYhSCeJ5vVb0vlD12KVHP8Xzs7ExWEc9BNywcaOGmCvtVJFqWEvP0ocRvGtYp8yPHW0ONBk414FcBk7Z8vfTW4yJzMOBedhzWCJyXqlVaHXD8EAoSp6uiVZQkwkepr1DMFhXcb4REyQVLBDGnsvf4kUDBz2FB2iqIEKrBus8DaEiVAsVYYmN0LQHdGhY5/A+kFMkrQV1ircN64aeM6BvSmtayKWr2YwRUs2s+kAxK65UvJvYhSs0ANoIM+QSOZ0aMcJ26mwGZ8E4wdmAMbUbmNvWafDq+kZQz6xb7IYso6x5Qc6F4Ao2D6AZq4XZGfw8ElAWKRwrxHMi1Uo6RSYzQlwZbUF8oDBiW+PKKnsDkFA74Jy/aOQcjT4R2MfjBatKjZXYepzbGrksWhjMQMuObA1ipR/1jeBnw9WjK66vrhiCIwwOPw4oDs2RgpJqoWmjto3daNHgKNVCKVjXJ8eq9qtO1kotlmoctnWf5TQ5vvLhgfv7A19+eSKmws4KMgTGIRDJSN4IJBzCtjTc20pLR771+u/xF7/2MfPtgGDx1kGRHljySnOO64+fsW/vY36UcV++IJxXqlVCGHDOILbDbIp0q1YqvYBNCOTWSdXSWXrkJSHOUHzom8+7lbZmtvXn8MTgxHBwA22akSDEO+UcT2SBWhyTq9gQWDVgdwO3T/dYN7BuO1K1nRakJ0xbcC7TvCe7Ae+Vm2eBZnofdzcYkpx5SJXTXaIEx9XugH/va+zHPcv9F1StNDORSwCpHd02G6qC14Gh9hATTWh2IGtlCAEJI2hBKb1X3RotV0p1lOZQUwi+YBVs7hn9nDPQIau12u48KLkHfmh4E/AyUHLknB5oQbmeR653M6OZOWthi4le7De41simoVLIyeGnCa2e41GQ1CilUUvrwScMVhu7MTOZgknAOHLMhY3G1BxTMYxOCChiHNM0EwbBrGdm6QbuEjc0Z1YaPjSmK3DayEnxNHYGrrynMVEQkgiLHTgBSmVLlay2syRapab+b0NtjAKHEPBERJXNWIoLqKmI6Z7H8Wbi5uMbPv7gA7yxbKdEikJcE8QNMxZKKWwx4rxgrybCGLh7iOS44CSwZKXmQjBdGKRuxg+eWiNiHX4KfPyVD7FDY54NP/z0+1TxLMUQI1g74tMZlxJehcO15em1Yb8rfPMbn/D44NjuG2t0NJ8Zh27i9nZmXSf+8+8WfufLzNsl9qE9Mez9gKmgLZPKSq21I+iqklPuqWDbjWS0izNTBDU9jyM542IjHhOvneF0P/x0a/LPfJX/f/BYlP1wxVmuKbKhVjDmzM2156s373Nzu+f1Q+Ht6lHjuN8i3gtb7cU5awSrDTUWGJkszGUlG8vr8T1Sa6R4wmaP3xIlJd7E15zHKx77j9ibPbUdcFsitRMVgRZxQ8bUjGbDTi7atdYxYBW92KTBmNRxZxSkRmxtWPGdfjwEjHqWmCmlt5tMMzivxAKoR7VRa6Rq67qD8QIWEdPhs7VgayA414lQFVruI+VLXJBW0ZaoJVPtiowVK3sYAq2VblJO2gesTLdYe2/w3rA7DIx1hW0hVyGK6+TrWhkJ3cuAYKrBihJMY2cLz8bMtGsct42shtS4LCqoa0Jy7SEnA5sTVDyxKOfWyCXT6M7IXKBWpdhKShupFpw4BmvYGcuVtSR8H3IzheoazYKVkavx0KE2V3sOHz7DSeD43ec83L1FU6Hkpc9PCOSqODOwZkuzjjU+EJeFcnogX9wR++CYDwecHxHNOOdR+gj9PI589MFXCdZxe/OEz5+/5bMX7zgvZ2oGSY7Gmf2zma//C7+Iv/kK5+Qxv/zn+Qt/5YZv/+0/5NV3/oC9iexCJ1UFP7BJ4HS3Yd58yRN3z51NpJqwdaXlE6klxHfLtW3KYAzeQMWQSocKu0uGAxquZYpWShVaixQJaBGOx5/Dq4RgyG6glESOlftiOMwf87XH73H9a7/Ag+xZf/Qaye+Q01vMulJHj/iJtGYqvYi3LBk/BNxuxpjCmZG7uPT24JqprbHfHhhNIscjeXfFa03cb4ZhLbznJ3xZsXHD1kpQwTKSN0MYGllgaYXmHVYUV5V5CIzeUJplyT3MM4iHYjFe8BOEtuFFoM7QBBcEO1RkbbQk1NJw1qBVev1CO5KeurDESxJTDSZMbGsl6oaUiDaDOIMNUJKwMyPZuU6jbnt2XnAhUlXYUmDZCrl1DiMVxDkie7wdids78tIw0zWDM9iSMN6StSJSMAiTQmgFL8qgsBsHvMm8i5VWHKY50mljj2MUy947ZBCywrJltqqs9DmAUjKGhhpPqr2QRgNxFm2KDQCNpUayvUFzxduNKTSwHnRgnp5x5SdKcrx+nSip8PLVAmvElg1TIk0Vv5swOJZz4XW8BwNJTyznO2qrWOe4upoIowdMv8ZRCNBzJ6VAE8TC7eOn+LCjtU95eCgscuScjlQS4xiYrr+GP/w53qRrfvR24/f+oy/43TfKB0k5YNhZx9ACa6E7NTRSyoiamTu55WWd0Rax5R2rriRVbHN4KxzGwGEYQeEcC1t1nDL9NGFBjBKSoQoUa2jOYS/hqPaTgp0/xfNP3RhE5BPg3wPeow+w/3VV/XdF5BHwvwd+AfgB8K+p6jvp7K1/F/jvAgvwb6rqb/2X/hlGsL4xzIG0RepJ2MaJ/P77/ODumld3jXjfCOvSgy1eyXljjTM5G/bmyC5EooJdhZMaNOyoeWUYV1qpmE0vwM7M0VXK+Yh9uOf++Q9QGh/s99j3Bnzo9KUgDdcch2mEse/YzToOw4ixBuuEYXQ8eXzNXoTjw8ppTVTnKLXgxfQ+rFXEX2hAatEkOAkMkyWTefv2HXm5HMdLJGvB+soUZvbzwLZE6nlgtJYx9O5Gy6aPDYsw7Ub8IKh37HdKUmVN3Xl5mGceH664vT3wxYs7fvj8yDFGTI1UgYfYSHcnTgLruTJKZS5n0rxDhwmaYmkECnOrWN0IxpLUMYQKtpF1YkuNpAWnjdF45mbYO5isRW1A1WJd6XJaFFcbDsdSCo2KcxZrRyqBlBPGKikrxTpsCF3Tljp2TocB42bGMDO7hXUdOD8/8u7L71KqMrSKiwu6E/bBXgayAq0EJGfu3r3DhUa1fSNBG9M4M/qZIh7JStCIMY5tXfA+4MQgSTF2wxrHbhz5+sfvM/nE749n/uAHrxmacP34Q4bphnevX7Kkl1xVy7Zkvv8ffJ+XZuFXPmk8OeyQMoIEtprZFN6dTnz2o3vevP4OLr5ERTAhcGUTXuHKP+Gw2xFCpebKQxa8LWynhdIiyVmkObwE/DD2lG5raFPc6Njtdvx028Kf7sRQgP+pqv6WiFwBf09E/ibwbwL/oar+OyLybwP/NvA/A/47wDcv//1LwP/y8uM/8bHBsduPDOWM1RPBN2zzLJ/e0eoDpjSqVQqNvQN1QkGQvOCaZT8Wnr0/IsZhNzjHFXwBrUjcSKWw5kbZKos21rJgtxXfwLJRfaH6idO7Pe89ecpu14tKopkhBAyWndwwhAk3T0hwOGcYRdhP3ZD5+HDppnhLLLHTqDGoCMUoai1au5WoxJ62SzTGcUJTZDndsW4P5BZpZkR07Ew/EZxxIIEwCGFS4hZJUZG6Y7IjTjPTlcfZDVugLV0nRxDszmN3Fj8Lw6BstfXje1FkqyzLxrk1ypZpQ0L1SFsmdu2Ws7UYq0zO4m2lUakZyIYqgaoNZyv7qQeZnOnou33weBGMt4gZMKUbnosIRgtGTWdFOItKN1AbLLkp1bZOj9cLmdmMaC2cc0V3Ey0nJinYWnl3WiEpQ3S4NVONpQTPWBOjTsg806RScqYVoGVivKdKHwDrvBchrYnsE9qUMA540zf1dF4wQwabQR1hNIhktDb2O+GTD56CVLYt8Yu//DU+fbmy1UBc7xkFZj+xhcq77YFzXnl7Z3h3Ldg2Y4c+6ZpFWe8SLz/7DuXh9/h6qIT3B0K4ZZoeYa1gzA2I57iciEslpsSac4fniNBqu7hFPbFmxFj8BUqjuZC2gvN/xjUGVf0S+PLy86OIfBv4CPhXgP/m5Zf9b4D/6LIx/CvAv6ddAvB3ReRGRD64fJ5/7JONY/jkGzwu7+CsnN8px7eC1MZQVja/4ZPHasMMCfWVQR3N9MLl/uYpdXdg2I3cmsjV/Zk3a6b5hj0t1JaxApMIua1oOWKleyoH1/BGeGQtc4Wnw8zjRwcOV4EwWabdTG2C15HJTxA8ZyrOWsZcma2gpiCDQusOxS33/IWqstWCekulOxt9M5QlEVsiSj/F5Bhx1rO72pPaRo2N48NFZ1Yjog2rntnumHaNYays50zZKt43bh95njwbKDLx5u2ZVCu5KkuqvDuvPOQz67ZxezVze9jz6njPu+PCeatYCkoX63ostgrBbpj0KcnMGHfd49ZWMAHGCw0pmaG3g0m4Qdl5cDriGDBiyFJpKKYkahViTSRRWq5MehnsCqZj7rHdOiQNsYaqDXyjtIVcNwYNrMZSc2Jntj7+UZWteIarB0Yz4XJDxomtFERBWiOfVwyVlhu2BUoqOKf9amR9J1AlqK2RltJHvAM0hFIruRZUKk22DqptllgUEUcQy2Q9Hz7+gPyLluH6K9jjG7aHO57tHR8cJoI78Onn70hT4BwX7u5X7h4iTtaOFPQNE2bGlhniG762z/zFjz/iXj13ZSOnSFYB95jnb+9YSiM1IcuEFcAqlPXSVelgmw1Bar4IOyvaMhUl/LOcrhSRXwD+AvCfAe/9xGJ/Tr9qQN80Pv2J3/bZ5WP/xI1hi8o/fO751U9+gSe3j4ntB5xePyfEzOoybmqMISJRcNOOPETICnFkHGe8vSKXHZiZvLe0GtmWL0nbxk5GbN3YFVAXsTh2fsa2FWMz82T5+KMnfOPrn+CnW3b7a+Zp4nAV2O88wzRwWje0BAY3sJRKLBFnYAi9SIbYnpYrXOStFj9YamvIuUtRbNdK9+O/HyEbWst4MZ2YZAJiLFvxJGloXmm10OKIzY1mC0UraVVyLTQWGpn9/sAvfuOWj7828+W7zLvXGY19fHzTlTf3R1pOHPaBb/7yezx58oRvf+eH/MPf+wElFEIw3F5fM4WJ030knfuR3+SESqbktxQ7EtVS/MDBC6ODSCPZQhYlYQjDzFgNrjSKCrH2OQRnCkk71KVUQ9buAFVnsPR4smoj10wThybAJErrNQcnEziLQ4jLwmAbW0xMzjIGZY/nyhfCVSA1ZWsRcYHzw4rWircOo8oYKrurARdH1DSqE5aT9Oi7EwY1aLNsyVBa6u1LU2lqibmybZVaFAPs5olxv8e4kcPuil/4aOSzN5nJW6Yrjz884v1ffMZf/cvf4O71wv/jP/wW3/tupKTCm7sFJxNzEcaDZ76auH224ysfXPG18X2ePL0inZSHxZKbJWXHunhe3VeaCKMfCVPoIB/2uOC5O92zlELVcz/FqdJKo7aG8cLoKlcm/TRL/U+/MYjIHvg/Av8TVX2QnyhmqKqK/BG8+0/7+f4t4N8C8NMjzMMXxPoNXtdHvNzekNqXGBfxhx1XQ2GgkbMS7UgbBzieebY/IC6QzxVNQs2O+9UBEbuzmGwZhpkcE2WNBGvZj57dYWAfZg57y/XjA08/+oirR486JRpHsJ7D6NlPDgSSZKIUtCg2JQZaD19Z14/HONT1Ql2MndVn66Wu0Co1btSkWKfs9lcMxpE1U04LlIw1kWkH4zyxRsexFoIJpC0R1fcaB7CskZMuSFlx9CEpayvT9Q1uf8v2xWuObzLpmHFXDj9YltUQS+XJfsfhg8fsb26Yv3xF8AZsZhj3vPfsKUOAmL7keNyQZrBuZrSWVhdySyzFUupME89Ml7TksvSiVvOdrCSVoomzGO5TxBjwRilqSDKwNaX5SrFd6mOroFVZa6IaLvfgjowf3IBVwRNAHGoNuRWC6UNsgV6oHYrHJqXSjdpushSjPNydCLlih4kwOoZZmQ/K9fAI4wJfvj2Sj+eejLw4G1ShbImi3cGFqUQqy5ZIsfVhOqu44JicIRuo0nDe8Ohxoc57Wpl53Wb+1o9W/vn/2o5/7l+aeF5/jS/fKcu773FOkSUW7LCxG25J80QTYb59xlkNn1dBHh9I+R2lBs5R+PLVA+elsNtPSJgR76mDJ4wDz54+Yffwlrcvn3M6PrCmtUt5cIi1BGOZrOOrH7z3T1qK/9jnT7UxiIinbwr/W1X9P10+/OLHVwQR+QB4efn458AnP/HbP7587E88qvrXgb8OcHv7sX40RLbTyukhUY9n3G7PXQ3c2MCA5WYOVKOcMFQ7ceUfsy59bNmmwo0NmBRxpiCucHUTyDZAFUR2WCtM0viFT97nK588YzcJwYPxHjtcYewIuTMOfDMQhYqSWqZVQ41HsI55sFgxbFvCxdbf1cOICYJpDblMJ0pVnBGa7WzCmM+IrVgnWHXAA7Wk7j0AhmCYhoDiKVPFB2GcGxwUSiXWxPL8c+ISMdWA2ZOBu/OJ7/3wDa/eCi9/+MB61m7GmhrzMBB84CELpzN8/8sH3t4rz784sS2QquG0NV69XZhC43RObKlhfSCJYzaGnZnIGtlo3NeN0zlzO41MxZKt0kSxzVCzsLpElpX7qJxzZXSOvQkgE7nMXUfnF9ogeDdhouH87p6tFczocdIQp4gG5t0eKRnXlKowDL7LalpksJ7ZGQZVtvOGKQ3FU92ENZ6trawpYwTC1cS4G0kkonXM1zc0dcQXR6xXxjFQjeEubQytMIYuN85VyPnC+EwJ04QQLE+ePOLq9oCxlqLg6KbuR9OAHYTT28Crd2fenTL/5//n77P7N/48hw8/4vaj58TtFVuqPKwNGQ2jCmmNrO8iUS2rTtyXgDnuiThO6Qverg8cl3smZzBt7bMxUSBMPJg9Yd6xu35GsXvC+Ia39y85pxOlJEyFwsDCSNr/GW8Mly7D/xr4tqr+L37if/1fgf8+8O9cfvy//MTH/8ci8u/Ti473/2X1BYAQhG/sDS+XB36YjiztJbMKvgZOFUyzVOsZDyN+DKTTSoqRrW5UyQTbuBoah53Fj4bYhBx7jtA4i396gMPIo/kRH77/iEdPr5nmATFC2jq/0RQY54AzfbLSUQnBIWqxFYKdMAJuCl17vlVC6VmGFsCLELwjTCPptKHrhhl6iKUawxyUmO453t1RfSC3DeO7ys4apdZM3JScej3CekehknNERCkm40e4apZc6exA0zinB/7g938fb15g1ouzcipMh4Gb2xvi243ysPHmzWvul3cE8Sxvz6xbAlNY1oXnzyOWxrY1UoJaNiKCnyaMazRjKFSWWmi14+kOzOgoHSlfM95DI1OMYcl7Gr2FVq32KUiNvb7SDKWCs0JJidJaj1yXijqw1qGtX8u8nTEeYs5gPaFVBq3MzrLzYGuiiSHVhohnPW/k7URphSYGE3w/YsdKyoklV86l8zBzSt0dOc+sy0bOBWk/PhX0r7GpYpzhatwxjBO7/cjV7kBtwnFZupPTgmmCqmeYKrNtDKc7hpj5zb/feLEN/Kt/7Zf4pV99xrsXn7G9PfKwJqr1LC9e45fAzni8c7zdHPcPwvpwJi0Lbx/e8Ob8kqD9BNWsIdVuXrcSON1vxGPfAPUhs58e4XKi5g1jU6eLhcCijt//8u2f7cYA/FXgvwd8S0T+weVj//PLhvB/EJH/IfBD4F+7/L+/QW9Vfpfervwf/NP+gDCN/Lm//IyXbwbW33vLi9XgC2AX1ghH24gYRnEM1XNaEy2dOfgIFsQKW1AO00C2isjI7c7x9EPH3lmkCS1FvBH2V4F5mPDOdzFsUVprjKNg5xnTCjlHcI7qDR6Dr5lslKJCrZUaM2IaOl4Y5gYKCWsU5xt2tpxypKWNYvsZefQeWwx52TgPjWoFP4YeZKqKVIhLZosJNKBaiKcTy7KS0oYLfbBGvKPahhsjT5/ckmPgxcu3nNYXBLPH2IHZGIIPDGaGITPOmem8Eu8KS1asGRhFmMzAqpm6Fd7dF0yYqHSsvbTAW62sYw8ILSrU0oEryRne2oiphZRMpzDpqavgU78CHIaA8/2onVu3MqtmWm2kY6SaDd+0338Hi4pBjXC4nnj8+BmNwLtjYk3KpsLb7R6fE0+dcHWzxztLUIfRBdNc1+rR2JaNxoYxhdSuuL87Mw6GmhKL7bWCMIa+mDC03JDSga1WpFOkRBFgCIHgPWE/sXt0QIFjbJSt9SiyiQTAy9BTlc1zsA8cJiXTORPxiz8gbk95+tX3MLfv4c4P3IbGRx/e8qUMvHkbqY8nzP4Ru2bY0pHz9oqy3mHzPWOJXbIcbkA8vjZwiorg3t0T05niC640zmkglTODVYw4il7SoaXhXr760+4JwJ+uK/Gfwj+xDfov/2N+vQL/o5/mi8gy8nz3i7xdYTP3ePcKMZFNEzbPGBFqzTws7xg4EoY+aEQNeDyDd4TaMCUR3Eiwnms/cB0G5iBYU6EUvBoO14bpqotQT9uJ43HtElvniMeNUrvzwatFT5HZNEZVWtmo2VCqEtOKitJMoDaHkQayYVzpPXkzYj3UVMlbwg2W4C1+NxM3g4qjme45KC2SY2KwlpgSqRTC4BEtUFfq+kCOEUNnHwQ7YhyYwbK7ucaocLrP5OVMUnCibCWzHjf29cS+JaZd4Grbc6+JVRP73UiQASme1+WOd6lPizaNUBqIJWqkGMPDJoASgmHy0EKXrvS3yoigqPbmrG0WiuutUjEYMX1EvpaufrD0zTiBM4bBeYbJ4YJB3UQ1nv1XvsIHf+4vEVvg4fe+S3v+JQ/rkYelEWJhvAnM3/hldj5wUz11e8H96zfkJVNapmijiTCEwBAMDkNaG7FKFxOvPTNiNWBdo0jFIfgw9gWIQRWsN8zzRPCBKkpcGzGv1LzhvcdOI4jFUHEuIWZCUmPCswsD92tiyAXePfDl9z7jg7/wz3G7v+aDr32Ff+HXn3H48Am/9xZ++zd+xPO3d9w+vuX66QfM445YKs4LNR9ZbU+iltzorS6LKZVY+t+3acRScE5YRdlMQlzG14YpA5IE6zJitp9mSf5sJB+tKl/+qPLd5w+8XO4ZjaFiSc4yJgGpqOsFpiWB2olWLffRcGUnrFTGoXA1VPbXloObuLIzWhqXAy5iKlYCdphwwVB0o9aFbTniTODcLN4/UCUjwUKt5HPCO8/gLnbnaLsdaIsUOkm61Ig1ESj4IFwd9iAR6ysWS06JnAXXBpx1uOFAKsJ6vmMrK1tJ1ATNDqxxAy/MQ+9EhdC6XFUbKRVyqwyzZSc7tBr0bFFnOexuoQTuU8UaJZ0XzmvkMCY+eeLZz5aHNvEKx71Xrq4Mk/GUs0WqpQbDvWTWlihNUHWoB28ytTm8szgnDB6acxTrSdlQa6OJ7yNQZsV7230axuFdF+dmjTQRGoWiigLjMDO4iTBNmHmgjLDqjNFALDNffrFR5x3b8Ii38opzjEg+Izlyjje8WB7zq9/8gI9vPJP/VX77P/sNTvEFVVYKfVNSYzt1KjnWZWErEesqexNQ7GXqFIypXSw0D1RrO5vBWubdyG439jH608r6sFG8MoyWME7Y4Ypt6wlOq41iC7UVnOkO0225o6TGqIb0NlLeZr7+XuCv/flf4+qTZ7w6FZ4ePP9iCfz9b32bH756yaubG548esazm/d58Z1vE+6PmLRAK2QiZ5+wu8BBLPG8odUjDFgFNKGjUrPHqEFzubSBQSThhn9GXYl/ls8wWJ5eFz774gVpOXEu9NBGbPgaMTrRNJHlzHo/E+8FJ2f2vnJzVXh/v+P9R494dDszzJ7ZC64WYqlIE1zLaE2ktnI6XWG8Z4vn7p0QpaWFWFesCzRv8MZCjtiSyJLZhoHaQEJFrdKY2c5LNwblTAmgVtDiyMmhRtlKJWsjtQ1NFTk1wrCnYThtZ7aHDLVPbKYqbPYetDDkmcSGtcrD+cTaNlJr5FNDm8HZTLVdYnp+9Yb5yY6nX7km3Dv0hw885DNLasSWOKBovsHZgStvOYczuQZqbhTXMWM2WELaOHjIGeJU2YogbcSbzN4XbiaHKZCLJQFLipRcgIBRZfAQjGf03ZLk7SM0KKXCVkbOBrxTTI0Yp8gAdnYYtyOZiSIDRS3WVySd2OmRevuIT1+eefNwpq3vcHWhSSGWI6d3X3J19TXe/5Wvc73f4+cr/uO/8R8w7+84+EfEsmf7/CUPbxO2LbRa+4wHylgynszgKk5GbJjBDagGvPM41/q1YLLEHHFFGIPDjz0/0LxlrQLHSFlzN2GPlhb6KVJtJ1+dj0dO58jT20c8ff+ar98OfPyrv0K5afytTyv/yd85IovyKx84vvkX/xKHL1/wG7/x2xx/8IYPnzzj5uqGenjMyzcPnLaFPQHXlFUVvGN3NZHeLbR5h3Eejve4DN4GqplJxlJoCCvWB+b9o59qTf5MbAyxCa+ZOKZEKYl2kbtIc4hRrD4gKRLobcnRLTzanfnmk1u++tEth/2BYRgxRnDe4iUjmnBOCG7A6tDHl+OJ88M7WjUgCVph9gaxlVoWTM007QGlEHwvZJoE2tDkkR9r5jQS4xmS4K3HuZFOzqocT2e2TUkq+HHE+4nz+YGaI626rn7XyvzoihIVzpn4bqNeXBFJ4HxqxLiQcqG1gNZGyw1jLJJspyebxpZXZglcP76i0rizR8w6UHMksfJiWfjOm4GnYY8TuI+NY4wglaUuvR0onmuv1L3jvBpOWSgX14O3hpugPA09pfkuCzkJDY+3CyE4nOmCV9ssaGYX9mgVzrmxFcvrc2NpjdvB4LZCoWFl4uq9D2numvWccC0wD4b5NjDsJtr+mvNxxVGZ6krdjuynARVHtYbr/YAOE3F/xc37nvHwlOtf/lcZa8PowH/xW5/yG3/zP8UdX4LdKLJgpDFZz5gdgzcoRwwOUY/So8S3T3c006cX87LQCsz7G4ZxINVIyUKWRsqVnDqUx48WOxhyTEgztKS94dpgPZ454vj2Q+GT0Phyavzdf9j4wx9Y7v7wU+R0zz/4dMf08ft88uTAv/wXf43v/9a3+OKHn/HRL3+V6YNPiJ+fOa3PyWyM3qObYzENfMWNAXcYEBxtTZRScFUhBmqNZNNH7NU6Jjv+VGvyZ2NjWBPf+Z3vcv/uiEWoMTKI4i3gVpbsiRWcS0xi+OrVxNc/eo+PnrzPex98QggTOWZM65IRitBawk8NYxKU/jFVqNtGMQaVTMsw2pHd/kDOJ/JaWLaVU1rw3qK6o1BgEYYYCKbhRyHljaKRmrtefnYNFUNaK3FNHM8REwauh4kpTKgvnM8rp3hkGC3DbLkaR47iWOIGwWKapaU+yoycWdeVcZzwPhCsIdiK8x6CpeSKMV0Nfz4qrz9bWE+NwzgzTQ25j7y6s7xaI9v6khf+gSdjYJ4a+3FgjYV365FYE9fj0InDBWgjrimzROawMHiPNwbFkEQo1mOr5cYOFDNh3UgYJkQsdStI9RQx3G0b9+mebctsGojGcc7CBLhp5Gr3BO9vqeMVSkIMmNtbuDnwqlXOi+fFD39EanfMtrD/ylPG/UyMjfv7hBk+5PsvRj7/zRMv/uKOXEc+u9/z8Y3h1z+w8PSB/9a/8a/z7GblO7/19/jyO9/m3edfULfKhvTN2XhaMwzisGYEN1LwWO8gntCtMQ8jzgXEWrzxTNeBauF4Win3Ce8Gxt2AugrL1sU+TRHbcL7hTGY5vuLv/L++xY8eRsQIpxdveHb7DHnzhvTwnOoHHo5vyR8/I314w0f/9b/CZ//xb/DdH37OuPNYkxjzubdga2DSkaurgdFXHBadLClbivEct8KoZ549uuX+AaLSp5VL4nw8/VRr8mdiYxis8itXwu+8jt30azy+VUyNiDvjdIfUxj5YvvnVJ3zj2VPee3JN2O0Z5qmPPOeGlMIg7jIsJZggvSBVG5oy27piDUitLCURGPHBIt5D2aHljFVh8paUNt69jsQtYYxl8DNXe8fVsAMN1LKy5v4OKKkfq8+nSFw2Ui4EaXjNBBuIxhDXMxbFqMfI2OE0a2J5OKPauxOtKiWumCky7CyH6z3SHMvSMfD76ys2iZTjRbySlbvXG/dvX+Cc5ZuffMjuNsAPGw+njdMK93FFXeZ6PHA1DTjxbDnykOAuFk5NCMFzH4XIBMZAbeS0Ys1M08AqUD1YG5jU4bShMoFaSoXSMrUUjCo5Jl6fz5R6Ty0RdQPezJhLfWd+dGD36BEu7FAzMwaPsZlYCw9vF+KmxBefko6vwR55fww8++pXiN4xrpHVvOWHLx8gfc6b53/A//1vTYwukNjz8YfX/O43D7x5t2O/2/EJI49//b/Nhx/+8zz8zb9B/Py7iAgJkNot1R6LFe3YvOOCzY6WIs7B/maH2/eZEM1KaoYtVc6nTE4RP0GpQmndsZFrISs0KaitZJs55432xd+n1Hd8cvURfjvz5dtPu55vfcBmRdqZty+U52/v+cYvfMz+yRXpiy94+fln1PNrXFmxJZNrI1slWo9xBiu9ezfvrogb+NOKt57x6hb8jmV5Q9rue+yenyp/+LOxMVQcw+0HmC++ID4csWHAloKmhKmOK5O5mT3PHj3mF7/yNW4O14TgQSuaE8YBeaXmSEZ6wEgMpVjujkdyjNhSkVzAGJaYeVciAxnZKyuFeMqYmvBjYBoCp5Py8O7E8e2JVg3zjQEZEBmIq6UsjRJP5GgoOmA1sK2FbYuIUUwpbNs9xnTOgJFOCNoeNvKaqaly93DmdLf11mdTWu3eilLoFCJxqHZYKc4z7K8pZcEtlZpOBDE0M3EuGSHyUCJkT26OpuCsp6ZKwRDFs9ZArplXuXEvjlNzrJvQzgsNR7MGBYwRRD1idxTZsZJRcmdHZOnykhBpeGqFJSZSKpyOJ0rOSEmojdjZY53narrGFs/V4Yr948fY/YGtCGwNUytuoH+vW0HfHWF9CcMRMZXh6hl+viXPAe83HucT3/nR7/DwxR8yPKx48ZyMoYWJ3/vuFd/7z28I1vHocMUP3n/C9JVHXJmGl6eE9ilZBeNmbM5UzbS2IEbIeSUXQbYBK8Lu+sD45DGxKeeHE3VJZO47SyI1Jm8IrrseWlJq7fyu0RvmQPeJtIyimPu3LK3x8rQQ7BVV7hmpDHGlXTQHx88+x2ye7/3wc64/mrh+fySYAfMQeHlsNCkEUaQZ8v09x7iQnePJcs3N9TWnXFi1D+69We4YhsuJDiXFCPwcglq23PhBsqx2RivUllAyey/smuHJLHz4aM/HH33M1f6KWhKxbdhWWWL3N6Z1xWhj+7HNGMuyZB4ejt3W5EOv2G9HpAVig5jPbOeE2TksGz54hjYhLVxgY9rx6Bne3r3mdPY8jODt2E1QVqi1UNdCyZFtLT0o45Umwqs3keF+QqrpdKJWKLnQjitv7h84pdJdA1I6sFQE8Z6mhpQqd3cPmGpIsRFmT819wzO2kiXiBsP142tM3Hjx6ku++8MfMHw5s6xr5wwEQ45wnyJfrhtrFmqDt2vhVISsHmttv7KJYGkYCygMLjAeHFRYS6K/J3Zwr9XINE/sHj+iInz5/c8py9IZmDVzmBs3Hz1DgqNEz+SusTIjzmNlJhVHbhCIGFNw00xWy/bmLXV5h9EEwSNhovqB+eYxD1vmfN74pUe/wPKw8fbFd1jzG3ZtRrTRTn2TbP5AFc+LWvj88yuuPnuPa7Pjve3ILiplbMDarzUezmZBjVCzoAUGm/FjwJuJfHqgpoxNCSsFsY15njsHQ8BYS8odGttcommgGo9JcqkzZCQt1ItbwpwjwV9z9egRzkFczyzGUW0EadSYOa6OrV7zwS98ws37H9Fq6yGnGi+0Jku1yqmcaNmyZsW17tWw3rBpw2mj5Q1nHeHwuBvI688hqCVukd/6zW+xT0eus+9cR1d54sFU5b0ne97/8CnTYUclE9NbBhHKppxzxFqLtRZoGN+QltFW2YqyrRtjGFAqMa3k9IDVG7L0tOGybpSl8ORGqGFgOYE7KiUm8lbwoSfhalvIbeO0OaQFfKgMY6cPO7NSm/Zw1LoiDWItsIDXEa8XApGj67NTZXOFVBprjDjnaS2DKPM84TD8v9v7s1jNsiy/D/utPZ1zvuEOMWbkWFlDz13VXWp2N9kUBQEEKVEC6OFFNmAJsGD5QYJtwH6gpBcCerJhybABQwAFC5AMW4QBU1DbsmUOJimySfZQPVTWnJWVY2RERtzxm845e1p+2LfJUldVdxVU7IyCYwEX98Z3vy/uuud+e5291/oP4zwxTRMWi6glRsvhsKOkSoqFWTN4T7KK7TpyyVxeb/FmQo3QdZ79uCNRmTRxdtixmSOoaxqFzmLVY21gvRjofCAVGhipJBadw6wW7PeFw1yIFEKwUCpeLIS7qFtyenTE3dGS+i1jmplqoj+1fOanP423AZd7Ls8iUTr2+wN6IxXvOkewFnGWnRTGaSSN17g0Mo0zVRyr1cDR0LGuPe8d4FGaeIFX0e7TePsWxcxc1cQCg4tC7yo1bplkxgdLvVgR07ucseKq9tzuCnfqxOnCE0WopSPulTgrZGVwge504N4Ld7l9vCIeRtIh4jy4dY9FENsxTZGcWyM65go41FVSNszJcr0tbLczmjKLznL35deYauTq0TnzNJJM5LofmA/X4BNLe8Irr36C/hXH+dlHCAfi1QW77iWG117hNZsY33+fy6stV9YCgX5uZsI5Zx6nEbc+oZaAnQ/stjtqgNXqmNt37/Ljpye8+85b8Bvf/5p8JgqDzQf6j97D+xP8IsEQMX5N0sirfsHdO3fxXYfWA6Vk0rjHiCdExelMVZizQUttLklam4oNEEuiFpj2mZIiRiOxfkSh5zAq8zwTbObaWIZk2e2vSMWgNWLrxMJZ+q4j6zEp7ZGyp8YDh9mznx045SQoXssNmlGRMjFnzy4JzgjH6yVIZYp7Ssp0NtCHI7IcOEyFEhUfEtYKWnzj/4vFiDa37ZIhjeyvLohaiAliFlIJqE7EHJnHClUpOdEtVlQVUrGtcUbf+ArOUtNMLQEjAdOPN+Y5C6r2rYNNwdYOjTBdCVcpsz+MaM1MrseK53SxYj8Z9o/3mI3i/Io7n/sxTo7u8Ft/7zepbuDR9jY/8dmf5/J8ZHf9HvcX8OmXbhEn5e2rA+duw8QKn46Z0sh2O5PSnmIPyCAc+coDb3hw+w6j8xw2l0xXiS9tPuDw6B0YL/GpIDMUmzDOMeeRnCt1gGuNHNUAh0CX96iMXBTLqj8iF4/GiK3KpAeSRNa+py4tZt0xPLiLLtfs3jsnZ21SgS4wibLZHxiniGCIh0RMGe8CRSpMicM8cfb4inRVGfKa1Z0lD37iczzdV67TVwnbM663T4ijYozSRc8Y9qQa+eztO7zyEyseJsff/9qG3dmGk/UJbv1pli/eotZ3SZePmIj0VGytzNM1XZrRVMniKPmaYgt9WfDyj32Sajp+5hd+itufvM+v/rU/aiX+k3g2CoNA7zLeKKKeMRZSTnQLYTWcojj208ScFFsqJrWtHBZwliyFIhWTKnE8UGPTI8hFSbUy5YyRBv7RkskVihb2Y2WcJ4ZBSDkzbBMxCzFDyoXglLqAamfmBKk2KTeHYbw+sLueccHRnQy4VcAuHQlBY20GuFpJajm4ijOWcVNIRYirBR2Bkht/YAiWey+s6VeOcRTOr254A6Gj1ArFULJlikpMGarF1KYFmco1mMRSCtEYcp5IMRGloJqwtvlsKgY1ivGCiMHdzOy7zhKpbMfEVC2pZJzOSByZY+Q6RaTuGIKFOlGYsX1Hlzz96ZpqHJtkefrhhviNJxwOEwll29/l8LUt8TCSL3ecLAZ+4Zd/gfVJx3/1N77C7p1ztosRO1XKNmHSNTJdse6a67PtHad37hNZc/7oKR+9+RWmzQdM00yeNpS6RVQoZGwSxApzncimoNim+l0zWoWsCq4DZ9mnxBJY1EhSmmKWFZx19H5oZjY1oXNEteJcR+gdxjlqnIhjhiIYZxsXQdoxMZEQIGMx/YJudcyUE9sY+e2vfROO7rC6fZvj4wF7ds3T6cAY92AMocyEQXnhpz7LZ//kXdxD5W9+9dcojx5xcoi8/qk79Ksj0uplHj/xnG12PH7ylH1KqDbjZR03OJfxNROsY66Jr775NsOtV+k/Grn/4k//QGvymSgM2Qipr8j+Aj+P2KBgDIv1EW7omOcKY8UbxbtCsMosigaPt44yN8SeNw43LKh5h0474rRtQqupErPBmo6iSqlKITHOiVQiYpTduCfVPRhHzp5UHNIFdiUyzXtiBrcweELzkCxCnZpzVVUH3lNNYNwVarLgDeIVyULZTMwCY4YSLRohdrsGPrHC8tYRn/ypV3nl/i0uPrzmt77+JvP+0GTiYsLhoHpyFKLNBC84qe0jeFwYcH3g/OqCXLdgG9LTVNC5MQjFGVJMFBVMDWixZDWkVElxxzSN7OcDkxbEQJxnZJ4oztGbxEsvvMj65B7X19d0obCTjLpIniLz6LgqV0zjBWl/QZl60uaMw3vfACxFC48WP8bY3+ITP3kKX73i8PVI3b3DZPt2vt9vWKjQ2yO64YTcV/YIm11sku7jU2T7DaiRVJseRKlLjFzgamiNaEnggSL0tsdQmt0dhq4fCMfHpJyYjeBkQihUA2osYbFkdXqHWy/c5fjWilQE3xlssRgPm8M18zhjUm0WiKXeOHaH5rNZIRrYSuFCZ/YyU+pI2m8Z0w7djNQwEF44ZfnJB4wPH6FPHkHNTGXJo3zE332/429/84p3P3yfs4cfcm93TjQDdx/8GJ/6mVfZfHTBz3WBabPh6uwxm/MNjx9uefvdp5xtL4h1x2t316yPBr784SXT06fE3cCvz7/L/XubH2hNPhOFARFmk1mvDItZKMz0veHFY9eUlxUoCSPNHCSlRNWKMlOdwaihwyG5IsaS+g5TMmvjKCkxlshYMpphniopJiadOZAwfWNW5kOmLgRflTxVas7M9QAlkQ/K7BwmF0qMOBmQ4DHLDowwxkTYOmJNlLhF8sTiZM3x8Qn765HD1Y44Z4oaUqSRlASssYBHfEeSntkuyX0G8ZAbQjHlRL2ZWuTikI4moFIrxg3YYYXtLSVHzGjbOPQGnIRtpiqhC1QbyV6YRyXFHXFSUpmhVGoaSWnHPu3Be8T5JrBLotcFUUZOX7vDZ376T/O13/g9lv2ek+Vd5lS5mJ4yl0gZlWl3QUlX9MUT41PMvMJXB67n8dN7/NqXzvhW6njjWxuut++h12dwdIecZ3qb6I9uk6vHG0d1nm+9/RS/f0heLBnLSKoVRwJtBrgihZIqSmnjUldRNU1PojT7uKq5OWqrxXbHFCKH0lzFuTHF7ZYL/MmKMPRY65nnTNxnapqx3jReTMo4q8giENVS54Ro05WQm3F5qtpElbY7UhyZiYgFF5UyT+zHSEVYnnTYYcnxS/fYnV9Qpsj5tz5k8/DvEK8jk3lCZ7eo79iw4Ne/dkZ58FkOumJpA9Nixy/9mc/xEy8pX/zGU371v/wK6c2vk/cXDPcdDz79Ob5+/Y8o8xl1vqScZa7HH0FItNTKYAxeHL3zFFHunMDJQmFKYJuwRecqznbUImgW0jwjvcP6dhcvtVmsq++xi0BXQLRg/A7Xje2OWSqaK5ILmHojw20wtUfcAKKYYNA6k+arRtByK9BAnA7EWqhdoV/2LFYLck2Mh5lyFUlam0qTNXSrNat7t2E4sB8P1NQo2moLGgzGF0oV1DiuxsjX3/mIR+d74j6xOxS0CmlOqFXUKRMjUYTuZrs/5kKojuJnRAMpxcYO9J7RCnNVSgaTCuO8ZasbkkyMhx06QTpkUmmKUponnCkYEawNIBYrUIPFFShYnl4knv72m8wXmQcvHfP6p3+Zw/U52CXT+C2WdmZYrZq5z1w5nzcc6oGA0smIbJ/w4Vsf8N5lJT664PYy8ubujPWhsBDHcNSTIqS6hdMT5icT9ck3yWXLuF1Qp6dNOCUBapvhj0wE30NuLD+rFVIz9rFiiTriUUQsedqRLy+xCNVkatdUto7XS05PTul6i9XIfH7OIY2o65rjmWnsUud9w8aoJc0V5y2SMmoUMYY5OzpVjmrhJAQ+NIbUDeRcWeYB0UyNiXwZud7sybZjcbKi2GvyvEevP2TKlwTj8C4T+tpAV8bz6MPH/L2/+3dY3H0Rt7zN9iLy6HHl879ym/PDbd5/FDg/S8wUNmeeM3vNIQsnt5asj47ZjlDT9gdak89EYRgGx521oDs4JAPdgmFYYGrr1outBH/zZigFIx2977AYjFhygkPKbZZsDf3gqWYi1cxy0cRKSAWbCikmao6YzoAKWSpBBe8dQTyRkdJVll3A1hXGCqFb0wXPlH3zrrCegqXvLGs/cEgHDvsDoyihC4SsxENlvpyRGbxZUvoAtbAYBC8GQZknQ6qWzcWBq2kmmEsGs2DwC3LdULxH+qFNUGoEl8jZU6unGmUqyrTZkoplnjODdezSzE73HOKOEidsTGgV9prJREwTJkJvrOnmXMhp4qjr6e1ALR5qOyqpObCrSnArThnwTLxdrvmIgU8cLnFmYrE6ZljdY+g2vHTniPfffZ9dPSDbDeqULBlQBh05//Atdo/fo+72dMsAyZHjU9ytNXRr9DwyLBbU4LDxKT/70gs84UU+uHiC2RuMcWiJCErVSpxnvGt/C2MDpirewOLkmLEUaim4Uoi6gwjm6R6/7HHHC5bWc2u15N6tWyxXx6gVwiLQL3qGvm99rTFSY2GsufldmkoVxbie3hlSmok5c5gnVBzUPUdHHa/9xH3enXeMj9pUKtUdVUrTaUwbqFfUeMQuRkzIVCOUeSLmibnrWZqOzhzR9Xew3nLqCjx6mxA3mJNbXD65Yv/uMb/7N4Sr6RJz+BC/fcRSZrapcL15SigjGEt1dygopv4IOlH1/cBP/vhnefdrjzk7u6ZKBL/GGmFK8WaUtMC6RlVGITjD0a0jjBM2+4n5eqRSmmfhXDAZNEEOgnE9RqRpFJx6qh9x1HYO7wI6VRgzq2FBXQxUBI0Fb5ccxgnTL1kcOzpZsd1PxLmS5yYwuzA9QXq2JjFqpLMdg7GEJNjrAzZlrCo2OLCGhQtIjGxG4Spmxnxgn2fm7YQDXrx1l1u54/KwY3IWVcGKJbCAOLGPiTgpuRRKnSh5pmRLnDPVTBymA0kTRQtGlM5avDUNHKOBeYowF5wUNFRUZ7wtjZquMyUnnHcYCnNc4Ls9s515EgKLboGhsrw+45//mTv8+M//JH/9b/0uEmcun+x59eW7nC6XfOmbb7PPB/bTRBElWscBKBfn1JQYzYFxf2A1bZEq2O6UXDyP7SUnOdA/OeOVn3kBjl7hya+/z/n+nFwdIQsBoWpboForUiLWDlgfGFzPOO/YTSMTjSQlVpqNoBpKKqhkrFdW3jZXb2MR5wlDj18M+KMFpvPorHiEORZSjM2k1wlFwFphSg2zcphGduOBMljmpJjuFvd/7Gd5PT8gpV9jzcT2Srje7LC1CdqWcCAoqPEcXMK4AS+VIErFcgvPS0eee69Vfu7nX2SF5fztc0atHH0i8JMvv8yXf/tdPjJvoa6wSRPJbplroEpF44RHSPvKXnc4M3B7vfqB1uQzURim4nhcVpTVinR1jaqSS2VOhlIsXa/0g8UHQbSSYwGjhKM1zjUl5pUOpDiTy448zxht5KM0K9l5qliKZnRRcMZRU2S9MJzePWG/zVw82RMxDOsVXpT5MJOcEFUJNlJNTzEwk5l0Rqsyz+1Nb4OQxBAmWBhLj8XWShwnNhGuJ2GfMiE4omQO48zTbWIkMe03aFa2taBu5jA+YmF6xlQp4lADwQcGv2wqxfNTxlmIVcllwpDb+VcMpUzs4kzWSmcdVZRtzPQh4KwBIwiZlBPGgeaM94IY36jUmObCZVzjbrhMtAafF7z/7iMWyyuGuWDMfd6vd3l9ecznfvFzHKbA28sVD37mF3Hn19z1RzwZZ/L8AQVFsmXe7imHx1SdKXmLpD3JBcQsiOdbzAALO3LLCcPpq1zYV3h4oXy4+4AS38OkLVZnxFSg4IHBcKOFUZjnA4plzhXiTO8tyWbisMa5ofWXykzVCjFB6BA8zh/hFyfN89JAGStjbhR6M0gz5tUm/V9qRbUyxy1ZlVQLOVeceKw6irNcbCPvvPEOR92Kz33mU/z068ekUvi13/wqm8srNteO65z4mRdOuffCKzy6Mjy63DPtP6LOBl+PeOmo49Mv3eXHPvuz/Mqf/TzHp55xnPng0vG778589LWHzMMT2K3oypaTE0/gPqREiTtcL0iqzFNqKui3OroHd36gNflMFIZSC+eXE1Pt0NUJfjPBFKmDBxRnDdJ2/ngXAKUk2Gwmhl6ad6UJ0FmMCquhwlQ5lMR2HInWtL4BBREaJsI4wuA5vn0PHyKbq5lpMqSxMJgmjFGdsr7d48vMYZzYpcIYhfHg2zGkFnJVemuo6nBmwX6C7Zw4TDNRIvuU2Y5KLQZvhDRPjNPEaCcmH9t2f7JkcSSTOTskXL1GrG/iJtI8CU11GDyFkVRy64znG+xCinQhUHO9Gc01gRQRpcaZVArg0ShoElxYoFqxFIwpqBWqc6TaGm0xJboi2D6jKSF1Qv0lNYwYe5usR7zx5Sv6OzMvvXjE/R//FN88m/mv/843Cbrn/euRzWGmSkLLTMq5KSOma9AZzQnVigk9xRj2NRLijpNjx+Lebc7PJ+p0xsVHDzHXb+FzO4cba1ERFAtV8c6T9QZOXiOl7KDmNm2oBWcNQQuiivrQLKZr6y+pKsNywfJojV8MhM7QSW5PmSu5Ng/QdnQ1GBcwkqk5okXwxlJrE+k11mFDTwmBZTLk/SW2LDmEe6TuE/zZP/cK/Yuv8g9+8x3Kt97DXK35/J/4HP/8f+9P81tf2fEP/94Xmc4G0t6grseZSlrc4iAr3rk2SLVcjYE3vrrhN3/nXcb33sLvPoL5wK31ktWDE/rFkhAC54/POZSZ/WHH/OQSK0vSHCjXP4JciZozaRPZZUWroa+ts1ytwfWZKVWenieWi56hV2otmKLIPKNR2x8oO6qxFBO4c3LMgsCH9Zzd9YZUE1YVQ2n269VjrBAlsyuRbGbUR5jXxCjUqpRY6dc9qztrTNrz+Ft7zreRIj1p9hhjmXLkOmV6k4CReGhn2f0us0+ZqR5QW8i14gQ8jdJbxWGSkHIbmWlKWDcwU5gkEtRCbmfSqhmqIgrBeaY8knVP33doFowJBGdJaWQuMBvFSaDS1Iu8KKaC1IxXCxikN4zzSAhCoTQ3cWnSaKoBZxZQHF5nlr4SolCyUCZl9hP7cs7DN7/OXC3rH/8kyXo2uubs/B+w7B3XZ+9Qp6f4cmjFKk1NMh5QbQrbYjqOT28xZss2Z7qsrNcnTLLmbPcInc7h+gldvkKsp9hAdQ7xBq2JOs+gYLKhlIIx0py5HZQCRaG3jpANNRVqUNQYXBD6Rcf6+Ij17QX9MdhV4Wi9IhRF9xNxnMmpEmshZ0VVcLZSJIOpmGAptRGTqrVUAaFnWB2zcJU/9fkH1Gr59a894o033+Jf+Jc+Sffypzj/0kgMV9w7WfDNxwPDE8e13CLd+TTdcY+5rGyePmaFwZcetYZvnM18440L8jXsnj5Gr77JPH0AdSKYxHJ5i35xRFTH0ckLLNJtPnj0LUYpVD8iBVwshPwj2GMoObPdnjNpJm+fMowbpK5xdkG3EKbdjjTt2emelB2d7Vh1A51rjkFGC1YD86bhyPe9xa3X6DDjSsJXRaRCFlK0uG5Nzon5EPno/TNKjUSE0EVqUWIW5mSoG0exjik7Hp0ru11iqjPaBUpJTNc7NCaMS4jsmWNu8mzTnmW3JkVBrQEL1QpJQKUiJLIqoRiMOuh8k6HPGSeezltyiWCFaUx0tqemxt5rb0LXzG1EG0mnc3gVasxNlkwsXtt41YijlIjpAiIeYsZqYTAGTQmMkLQVLOMc1lqKKNkoTpvCUyoFDnssI7Mm9CJQLycenn+EvP0t1AXK9UfY6wtmV8nj1Oz5UMRUrKlYFaoYmpBaaS5bpuC9ZTdFnF9xebHH568wCJS9UvI1lUCKBnWZHARrOkiOWiaEA9YuG53eQLKKFgjW4oohjI48FCyJpXFkW+h8YN0NHK+X2MUR6vqmhi1KtjCiDeuSMjXXNoo0hm1KlNSUunLNzas0KliH8Y59zNgqvPTSSzz4uVc4v57573/2Bf6r3/kWf+uLe37ry4/YfXDBokZO769ZvnbKl7645XyjpF1hlRxSNnTdwCcf3OPWKnDvlXv8+gcj737hXXqeoIPw4PgW5eKCXJvHyrBccTz0XBfh6X5i9J7sHN1BSDeTuiVC/wMu9WeiMGitjOM1Vid8vGbVG7x1MAvWdQydkr2SzUgUZVgtWB3fpcuG+bBjnhPGerJMzGnm/OLAfntBTRZjLMEOaC1knanGEPOO/e6CQ5mps0Wko5bAIY7MKbaO9CEyX50xvx+53F+RseSUSbk0T0AR8qG5IpXpEpVEkZsJgitklzFZsCqUUul8R9XKPE90rgNf2s4kCXTNls1a0GwxxRKj0p0O1FrYzxGnoCSkM1gzkEoGDM46ttstw6IJkqpCcJZyiK1JG0L7naWieb7hfUSsE0q2ODs0XkiJzZrNFGLcUkrFGaH3QugWGIRSZupY0RRI/R6JF9ird0CFGLesl4HdXMkzaK4YteTaSEapgjPgpFKMoNaCVOq0Q+KeF28NmGwwpqdU4Wx/Rc1NVMYZQ8xgMxgplJTRbKjaYaTpZIjXm2OUQxKsV2uO791DjaU3lZP1CWI8izSyCootBomOvIX5EJnigVwzc47NIs8o6gXrHT4E0n5PjtzodGRyLHS2R0uPFE90M9IZ0vFt3ngCjz7M/NJnOlanhjffd5TrhFxfYbuO7v5rXKQ1+zGxP3tMOjujk8y9tePea3f4lT/5s7DwfBCP+dZXfg/Gh5ycdHzwZM+V3cJiifWB1WrB8a3bLFZHqF/wrYstNQgnd06J+yuqKISADQPj/CO4Y5CilN2eKR9YukI56tATw1g2hJjarB0Qv0CdZzv3dAfPUnPT9g8rYjrgFltEK64kym6DkTWd7/DBYryl9MLVvGXab9hPG3Ys2OcluQa2lxsWMVJtYopXbDdXzPMBfGV72OCHDrWhCXHESsGRpCBKa04ZYcqOrBlrDanMeBPI1WB/H7Zd2sY9ZkVspmTFuo6YtthesGKwtiOpIMC82eGpFJ3pegdaSNk0KK6xqBq0wtD3eGOIKRJ882eoksm10nU9Un1jddYEphJCQBEKBsPNTN40rUDJiqTcCE4iqGpzgvI9phbmaSTHS2pxDfOAxSCgmQOm2fKpA41IbbgOERqoy3oUR1issMMRh2gYdxP3j27x+X/2z3G+Fd744m8zbS7JqVnzGW2grYUum09CvQE42UAujtVizcnRKSH0SAhcbq/Zb3dE67k0K7xfI26E5SmiR4zTh0SN4APVV9wAwRtymTjMEbzHWEuthZwKcZpwNYNmDFCr4sMCFSEiFC2U3KZAd9ZLHqxXJIGtgs/KS/df4v/xt9+lu/qIYxuZMTy+2iBqSfMVdXzMvLlk0y355Isv8Sd/4dN85nP3+cZZ4mu/c043P8WsI1t3RPFbTDyjYKl2ILmeUQfmbSG6keun5wwUfIrUyTBNglsIvvfcWi9/oDX5bBQGlN1hi5aZYeHJWbEoHZWYJno/sFytoYO5wHQQrsct0RzoFw7rB7wbuD3cpwqUuCG6kRKFpIVaBDMEXG+RmNpoDpgOgSf7Hbu4Y5o2LJMwlT2lTM0QVxSrBiMBcmGKOwxCwJBLJBlLRbC5AIJxQp0OGCrVCllax18MaCo445G+o2DAWNJ8aMw9Z1ujSyvGBLKpmKJ4YxHA9APY5q9gqsGoQq5ohSoVIzTKtpjGH8iVSrMny5oA2xpoxkMp5Fgoqqg11BpxxoDVpsadwYlDqqCVdrzwbcJRsVjryTUTqrbGHxZxTSm7zCM5Z2br8TeYDlMqmps8Xs0JFzqMaRiA6TAiVRjWp3zpWxc8uYqcX1/QlXO07HBqoS6prjQ7uyLkHHG2gGu7oWV3RFg94DI2qPu+7Km57eZifcJ6mRmOesZJSYdLjlHCsKI7PWa4teb41ppBC3HXgF91jhQRijb/yhhnbGoCr9aYpnZ1I3Yz14JY07jobsHJyX20Vm7fNhiz4uCEy4Nwuqo8WKwwL3yGJ7vMnDL1sMF3lcvlCZfbDSlXnuLYLo95d5P53W+csXu65Z/72VeI8T6//pVzNO/51Et3WA0Lvv7uFelq5unhgjv377D2wk/eWZCutzzeTXTDmpUYxsMV835H+MHkGJ6NwlC0UMcLFmqwJaG9adDUOpFzBWc5XqwoMkKZ8CYRTIdqQVVIZU+QwGpxQlgExjkw9SMkmKZMzEqJwnjIlKk2CznrmfcTu4uHZLNB08hc1qiCSk+36BFq04ZIlZQjLoOnEFxlNo2gZcyA8R2Zpha9CAUvJ8yxkm3F2YopBpuajmKyhslURD1+WICJaC3UYtod1TosFdd5akqgoOJIUSlVcNYSbIN6V2spCkYspTSvgarSbPVyogsWjRMYj2gDg4kYUsoYf+PEjaLaEKMNOWqa9Ltpnf+alRwnajWoGqgNkl1KIxF5Gk6iWgshUHLES8VWS1Uwtu1Aam4q37WOkCJKEzdZHt9jT2W6fJ/DZssgkaUfmG9MZbPObdycHEYFrY5KIeeZ4IR9mDmcPWIeZ2o9oLonx0jXLenmQjBCWLyIyRaJG9ZLz631KbeWt1mwZL5qeBBXFadCzqkVVevbnkoylkzvLbLoUDuwnxuOokhBTPu73T4ZuP9aYOsqb58VYvZcnGfee2KwxjPcvYdzA8PjPXa7IZotGcv1bsdhZ6i7c75SZ3ah4xMvHPPSes2n1kuOXjth3Ede+XDPg9NXWIYlP/MnXmPs3ubNf/gmtZsRd8piPfDJe68wX81Mb73L5npDv18w7rccYiKN6Qdak89EYahasBZ8Npi5kmNmiokqBT8MZApXmw1d7xBxrI6av6SxHUVnyIVaE2OayKkizjCsA8F2rLNyvRkZp0TKFbrfF6wQokQOOiIKq3CbYwC/ZpMNdD1z3THHmeKbiY2vGaMT2NZY8wV6JwxiGUszOxl8h9OOzIQNFZWZnJSuG6g1YRA6qUQ1QKXGQgWwrTE5lxHXL9Eam9jKjbt0xYBx2GDI89ju8kp7Y4pgrLQj2c1UygWPasIbR661/S/WNGMW2/AKznpqaVBoRKFqO1aoNHi1WJBCHCeM8yjCnGe8v/mZVfFWcGLIYokFRDqcBe8rkmfmcUQ1I0YpNDl5KQaPEIxj3XnWnccuO+LhGtdZNEXwQjHCISVKtvShx4lto7yYGlsUoRqD5mu0bjCa0JIbD8U18FPwipFK1RnnKn0Hp+uek6FDam0TjjgiwdENHT4bpnliToVUEsaY5jfhTMMuxEjM7SKLUYxrjlVx+SoX85LHHyXOP5x4+eUjrt/fcP7+hIvnbIdTKj0lrPmIDe88fkzaJJgL8WpL2p7BdMVXxor/1Ou8/kufhdPmFTpo4n/4L3+Wrz1O/P0vfcQXPgB38irOf5U7y8Qn7nqcH1gNd7h36rjMlf3uCW893PLBkzMkRAw/ioWhgpqerII6i+ApqTIMPavgWTkljTv04Jo128LjbMfResmct8TDvjW2XOYQD1RVettjZaAWAa30nafvB2zq2J1fstcdnSn0PmJ15t6wJg6nVHeCjpZxmshxT42JDuVgApiKOMdeDsQy4qvDVaF0Bt95xigcZgheKS63Nw2eSRW9QTz2hkZwkkidMyY7qA7TW6oprTegoLkpRIlCrQUVixhDnAteBdXSFrux0G7yGHWk1O5mVNCi+M4jtgmDxpgQsVjrqAXSmAnOY0RIacYaoZaKs65tkbOiphUJgUZi6jwpRyoJZx0lWFzweBy2aLObKxVkJqaJlEYwbQSc5tSk+Y1FjcH3PeFkSf/CKaUc4fuZUmZK3ZOZyeQGQa4d3jSMioEbOnQT5qnbGWMzTg1iOlb9mlLajcIYOFp4jo86bDAsF0teubfmtZfvcHTa44YFqpnN+UgpqeE+xJCzYY6FXITFeoEPCqaScmW7PzDNlYxSDBQK/XLJxXxNfWtDTfDiwvDp+8rTj2bS4QPuHs8UVzj/aMfD96949+xt4v4Ks5vIcUPxGWOF7ThyLF/mva9c8fdT4J/987/ESy/3xM2eBz/ueUigvDHw3jfO8L1DUscQHC+++gK3X3iRWTMaAuvdHV5f3aU7Gnn0wSWDe0S/+lGcSojSW2UOkeJgqZmloy0Ua4mSKLaiFpbLjkPeQp0ZJ48zns4NdL2jW3TIoXK9m7mqE9c6YWub43ddx2K1Yj4o53airg2L/Z77411ircyup3LEIffMDqJeUNM1Egsle6zJIG3RhBQwu0zoB+apIGqIYiliGIYFpIzVQJkMxRg658ilUqtirYMMDqWSmqtWgszYtCXqAingnUFoNugqPZRIkEKxhpIF1NyYnRRUzI1AraIITgVTPJ3tmZJSXHM+7romX59y22mYnJAaQS0hLKAUhEwtzXK91cICWsilYqzDFItLHRIsFb1xtDYY8STvUQyhVnK6Zp4EUUOZErXWtqMxgg8dXhWTCrqf2Xy4wfYGqRmqUHOgNYsO1LTHKEQV9vMI5oDaPVoNSs8Ud3hxeNNxvFhx994JOOX9D9/DGzA5Iq4jDAP3usxLd+/Q92vilJnygVIju90OKTPWWYoKcxZKtTf9n0hwC4wMzHMkx0tiHBFrEQKjCHbouXtvxZ/9hSNcyWRbcCvh05+6w5ffvmL14sscxkK/38HZO/iLJ+TDOTKf4+qAwyEnFjc6YhLO8obN179CPV2y634c3w9849cNl1eZC9mxLw+5vVuzWjvS3Xt8awuLV4QT3/HOpbKLx6TrGTrhwdECO60o5kfQV8IIiK8sneLIdL1venkHZfKJSUekKou+aRRWb0laGQ87gm1KR14dJTtq7bBWqbZyGEdMaTP0FAuHbWJ/aLPz41sDh3zENqemfmMMcZpAEqYmqFeoOaBmi3WFoANWLCYZbHF4cSAWsRmtDhXBB6GWiRA8oj0iinHtaDOOEWcdWkDFMGvzRpz2EwaLNdJ6BAhhnsEJ1XpcaGd5pGItYCrOBzTR+gbW4L1Qy4wFjDGINVRvSNqmJhZp40MLWts2uNKajaqOqpZgAyk3/IH1DbzV+4ALHUJl1sZEFQmoVnrXxEt61+FDT8VDgTzNZCmkuWk/qApVm7tTtTQLuTJTjMGHI0y2pIsrsm/CKB6haKAqSHV0NmCKYxqvyGlH5YD4Jv9eNIENqEAVJUnltZ/8CY7vnrL9RxVzccmdkzu4sGA/ztQgLMRQNhu2aSJWgxGlxInF0tAFR6yKzYWBTMmRvLPMJqFmZopCqQZjOox1FBcQY9mPmaPuNtEI4bhics9UBX87cOUc5knieH1MOjzlpSPotPCkHjA2ka9npsOSaQeqiVSUyUyY8h5f+LWnXOw+5DOf/0U+eAJnD9/GTh9yZ2XZ7i554cE97r/4OufnhTfeuOb1V9bkahnzxPlHFyxXa/JqTc4Rme0PtCafjcIAWI30qqz7Dhc6prniCmAzBcGqR6ZA2VjMsEQCzZxUlZJmSi4kiWipratuDf3xgJSmwzjHmWmcMdKxXg/UKeH9GmdmnJ2xLuOKUHOzQ4t5QkSwtnXyS+jR7BENWAEXHIR8o9+Q0Ozolj0pbhEzE9yAM6bhHCQTLRhrSDFTRZo0mILpfWt02Ywm6FLA15FaM11wGJ2brLzrKMZhNVJqRkUxXhGjVFrTUZzBKOAMc5lBC74UvDFkIzejQ4NUbtSHFLHtDF1VW3FSQWgcgaq06UVt1nJi2ve881TbEYwnuL65S5PxCuSRQ82UeU9OI7SWI7k1RNqURTISOsJqRawJn7fINKFiqEaoualfaU3UMmKSwjy2aU/17dzkDNhMqgJGUBM4SM/O3mJ18mnK8VPW7kNe/+w/w27qyN98ixfCEmsN12niMM+IEY5WHWHZ03eerAJzIViD6zylKHNMzOOBolsOo6EYh/EerVCSMtXCPI9cvXXFB6XjM68ccdJVnkbljXczH51lNtsnvPxpxzZv+eyP3eHH7UBKr5LzxG9+6X0un1zjdyPTfAnasVcL6YDuI1/8rTf46htf4cgd4WrCBsHdfcBuf0V/8hJsMmfXke0W1keVl+4ccetIePLmjg8fXfLwMMKU6MoP3+36n3oYBG97VHPzD5TCbKH3AS+FVQj01mFSI7BQHT09dTAIM52HRW/ohgVlvyPGijGG5WKBF8PBedL2Em8q6ps71BT3WO2azJmt5BhI2jQhxVmwHWYe8eKIYYWGBd44fGkEKeMC0RRSBY9nAUgszBoalNsYvDNkEilHvFikAtYhXsjFgjqMVzIGZ5aIFJxkfChkZymqzceUSqKwjYXbvcUbi6ZCoVC0kqmoVYJUjLampG0rGTWFIqUpDJtGBLLmZuegSkXRUskK/XKBVovJlVCUbAtKpdRC81eiNTkBBbKDbW4LtvcNsHQo1+1IU2aoEUTpu45KG68KSvCGW7fvcXrrPtOhNgGcVEk1kvLINI0YFdAZNKN1pJIpxlKNtKlSNdQqWGMxgKFQNfPF33uDt9+/YHM1Moshf+sK3SZeRrm3WtO5jpgScxEMmSwGq4V5Ljc6mqbtBIOnc83GwC0cOe3b75eau3q1kFPiMCln2y0Xl99k/94TvvXgZe4cea72e771wTmP3v+AToX9FPF5z8lrP80L9x2vvHqbN99+yt99v0PSB6zvVF5YvcrDt9/DHRyHQyONMZ7hshL1mlQF5yrv7bZksYzjG/ivfZNU4PadO7x6/+d5/cEt1kdLkil8+PZbzIcNeb9jSj+CzUdVQesxQy+suh3Yxl4sBMh7FqsFx+uBUjKb3R7jDN3S4lcWKYJVg/UGHxyuuGZxVysxFlSEeaqUKE2N2UKZwKshiMGKRX1HToapRBxHpFQoY8HIkslZamcxWdsxw9YGRa4ZkTaKUlNwoVIkseiWDUjkHMVCJcA0I3PBu7aAM4bOKXE/MUWlG1ZN48EU1DcvggacDqTaAE1aCkELJRs64xvuoVYWqwWbw4bQeTQrWhr3wYnBBU9J5mbhKDlnxLi2uI1Qcmly9EboTVv41ofWi5gjWicUQUJrxlqUWBoGRDQSq8E6T4mZ/U2/YZwnHIZc8z/eYWgFYxwiSnCCFYc3R5QygC2omSHvIY+kuKeWiMGAFmoVvAObbshTrjFOS1asNKKZkjGu4K0hbh5yvdtRZ4h14uJix4nL3PvELZbru9A7SlVizc1TYrPHlYrDYawH66jimXKhWxSKZrwTnBkIgzJKbMhNgYyyHycePXrKB7t3qWXJbnm34U9cZDOe48hUAudn76Ndz3/+Gwte/bFP8ZNzzxd+7ZLHD3fszneoFe68cETsjrmzPma32TEeLqiHGT+DlcJcY+sn1T3JWi7GjL+CPgv7+Yr3v3nM4u6SGJbgEp25JqSnZK3kYn6gNflMFAZjYXVrwYPTU24PhVy2nHYLXFSqwJQLR84RhgDziPWC79pdExVSVHbTzMXlh9hVoLeeNCvj7sC+NAn6payQrGzLgXmWGwRg0+3TWug6YVUtZ3soccaXHeorsUpTMaoBrRHIBNuabdY4jAlUn6DO1Gmio4FwbNdEQmsVRDr6wZHqTNZE1UAGrFmyHPobJetMrQZnjxAbSeOOKpWKp6pgpOBtJthFQ1CmhGhTeaIIJDDimpiI0tCGtDwN0iT2pfX0ailYFYwtFFHQSmc93ndUQKwnGRobSZW5RIx3Tfq+lHbMiAcsnhAsURtDVmqlK7XxLFy785ZScL7Hqm2OVaKowu6wx68ypvPM85ZCpBhLsQMaLEVSozkXT82J42GJwTNJZdTYJkQxcRCPcYGhG7hz5y45wbg5NIFWLZB2dJ3HDfeIviPOic04o6qEweGDQyaYp4I3Qk4Th3hgjgJGcT6zHBaIOuZs0aKM88wuZvZJOd+OPLx4ysVVpsuXGPc+w1EgnBwBFksPbmC7uWTebrn8BxMPv3bG75nfQfJE3rxJ2Z5hs+ds+wQZLJ3vGGRBv/b4VWF/+ZRx3lOkUkTAB4wP7A8HfOhJaWYet3zlC79Bd/sWqxdeY38VOTk64tZtz5vvPOJsO/5Aa/KZKAwK1AXkoyMms0DiHtd1SL4kqXKx3VJN5fh4AQbmGJm2IxiHaGZwHTFnsilYraxWnonUzr6aMC4QfIeIohOU2lSFQ+/pu548K1OccCWRNVPNhsXqgHUdvngshr1bYU2CnMhSSblAaQ3D4pbNw3G+Jh8K3vc4DaiOGKtMCnudGZYOl5QszfFJbSXXGWsTOSa8W+CMY9aMczQpO2eIVdhNCaWQyoGaFWcd1nqMMTgrhK4jxgmxDtHaoOFiMMHhbIfYQFgM7Mc98vuuXCjF1YYz0IqpBTWWeY7t98vt+GGMJ5dM5xoBar/Z4ILHWo+i7Q5eC8Yq3looSlVAmumvZAhdwNsFY1GEDNayn/fUyTJPIzU1TUxsj/Ge1dKS0gxTwmrmaHGMrZaX7p1QXOXJww/ZPj0nWEcwHUO4g7e3IO3pu0QhkeIeFVisjjk+vUOMkXF7Tk5QQ0/fDwwhAI7gFAlgJZIOrRAqEWMmckrEMTEnpbhAQci5sNmPPL285GrcoblgslASHDRyMU8kF1AbWMgx43iGKYlhfwGbD7myhWxgu490EulpILDDVNklWJtjXBGSRpKDqJZUoWIxKSFzoo8TNc6IKILCduI3/vr/l7q4T54iD255ju+u6bsruvAjyJUI3vHS6jazCJfTBUuzI4cVPh4YgqVGiPPINDfFeJPaLkN7g2LJ1pBvOvRDZzg67rCu55AU74ROQkMVusLCDixOei63Exodi2XHNmaSEbLL3D+NbLeC1ICzPZ3PpLJg0JlQhHkOJJtRu8aWiLETVSwGx5AdhzITF56gmYX07MuMtY1CPe+ntpiFRg7yN5JbFRwBNUqpB6xkwnLAO3DVYGIlUYmlkNPc+ghGAEPMCQm+wVdcRzGmMS61olRCMPjOId2SopblcIQedmhpkGYRQ6yRYgvbaYtIs50DJZfc3K8seGebM5dpistUSLWApmYJmAtZFRM8agU10Hc95gbX0K06srH4KNiaKGyZYkEJxHyNrWAI1GohVnLt8HZgZdcgB6QzhL7jxU+8zvr2fe69eM7v/fYXWE8TLhic69ldJWKc8EER37PEcTpYXnnhLquFQetIrhF1Fucr6VDZH2Z6aROXPFumKlT19H1oxxnxxFwwCiE0cJhBiWnGzDPp6ooQJ3pxRJ/ITpoWRBGUHbEklv6chQlobgAtZI+/0YZYGUtwA7VGxFT6CnPdgcscj4ZcE1tbGY3BVtCUqDmDNEftrhikCql3bByU7Tnm7AzPgfc/WvLwzUAql5jDj+COwfnA4tYxKgq7Pauu4kpp+17Tc3RsEU3Y6iAptihpTO2u5JRiblRcEhz2Stc112FrFaM96+MVU45sp0roVqxv3WFfLpguz9nmwmgth6r0ukbynrW9hZYeckDtjljAmYrUdvatpVB1iZE13i/QmjBZCeslMUxYrxQ1RHUE1/QZ9Uax1BlPKkrKM35od/wmg90mAM6083hJESlt8eekTQDVCbYKBkNKEXHSfCZv1JCLaUxGxRGcxd2MOK0ImhKeBnse09QWq3iKFnIpeKOUktv2TVtKxlScNxhp5CgqiAjOOWquYJoOo7UeYxUt2voUtuC7QOgGNGbUVFQap0XJVI1oUYYauf/iEauTu3z44VPiISMRrvdXbEfl1vFdFnaBGwa6YcXp8Yt0i9cZu3vU4zsc3c7cCRumcuD87MB23gIz1A7PkhAip7eXrI9vodIjrmN1avHeQ/WQmpPTRJNpK7kQa0EFjLMNlWocUZQs4EOHYHAK1vWM8zl5iiwUsEotgGnEst46nK/0qx6/sOy3C3bXBepE1QNYQ+cWLEIPGpmmiBN3A26b8bZigqdUcF2P20V8Ku1vJLWhMVXIuZIzsIvMnWeRlBJHcFdIuiZkh2FL+MGmlX90YRCRV4D/FLjf3jL8FVX934vIXwb+J8DTm6f+O6r6/7p5zb8N/OtAAf5nqvr/+UN/iPFUs0bmPWGsrFxA1ZKsJ4QV65MeRyGOmThnIJPnxBwjxSmmy3ShQ3JhEw/UMYOvjAW09thphJpIe2ExeEyWhtQTwzSPxFIQb/FLoUbwuqamBfspk7uRSCTaFR2tM625SYzNc8RScLVAUqIt2N616YP0VBzGtjdRyZWui4g0bcZiPJjAfMOHcL6Bn1WUIo79NLPoPFotMRdKu7AYUzHWNus6Y3HeU7X1CVRnVArGtHO8M56gnjpnmmVT5JAOTGVGtN1xija4tGrFeUdNTVNRTCNlWeua1Lq254Bgg0NsApqjuBiLM0K+cc2SWjD1xoFcwXlHzjPUSmcNyRRqXVDciu7up3j9F/4U17/1O8R3P6CkHYWRKhNznrl7cos79+5i/Ap/62XGGpgfXvPo8SOeTnts9kwR9lOh1hkneyQWhA67NiyPOhbLDmcbRN4Fg5LR5BGkSew7MCYTnGFlAnNJxBJJzpKLIeZMJTHPkWB6fFgSU+TqkDlkwZgF1c74IITgMASOjo+58+A2U52Icsp1+ZB4eIqZE746TFYevHgXFisoO+Z9R5kt425iUOWFV1/g1v1Tzi4veHx5DbuCpNJ4LFqbHwWVbE3TBS0JmwST2/FOytx2ylrZ0XYcP9TCQHN6+1+q6m+LyBr4goj8jZvv/e9U9X/77U8WkZ8C/hXgp4EXgb8pIj+mqt/zkGOMkJyjXEdEOoo/ZtJCtnuG0vj3Rgz7UZmnxMlg8cGQamY7Z2y0FDU4b7GLjmxg3O0pxVDryOUYG+23KhxZ+l5Ydu4G7GOxdWRpwASBYilz5WCVXBOLfMSGQ/MaoGLqTKUSZKKqUksgzhljCs5kjDWUIm0nYCwWg84RUytaM9ZCUEsuiVknqlGMNeScKaoY3yFlxhmHk3Yndt7i7YKq7W7mccRaIYQmWTZHvDhSrVAU2wmVTKyC1Wa+2g2eedoTaESkmBITI8Z6vPOklHDWgxH6bkkpBWxtcOwbLANow3aIpUpuuIec8F2PeANEiswQCxpb3wFjKNYivvledsVi1JEp5Jp5660z3nzz7zKnLSFn7CHiSJgQ6JandHfv4m+9gKyXsDxld565+OAhcfsYd/2YC4VqM7kc8Pb3Jfpn3LDh7nDM/ZNbDIsVmIq6GRds86TIQNczLAZmZlz0mNLg+ZI8oS7prDDGCBlK9czZUpKiY2r+lU4ofcDgqcbgMRx1J/Qu8/O//HPExT2+8PUvM9CaumoKpSQ6t2B565SyuoVfHfHy3dfwVXn4+IqLyx0LCrduvcjxg09BuGSz+RJbu8P5htEpRXFJCWKYXcE7xej2RplsSUcmmQUHCiZXau1Q80OWdlPVR8Cjm6+3IvJV4KU/5CV/EfirqjoDb4vIN4FfBP7h93qBdZa5ZFI1hK5jm4XTMqCHPYd5w5PZ07uOPGeQQn+84vTkDocpki52zFNFjMM5BZ8pJlCkh1LojaXGfKMW3JSKLq6uuZoyB4TiPKijThF1uSHh7ITOI7hCMT3DpFTJEDKu79F4RNzNeN1hZY8JoRma2CVKh19YatEGW44JkdT6CWJJEXJ0OHFYU9rxQKBSEevBWpIuCdZgtTZVbLjpKTTBUjB0ztD1C3JMFGMBwdceyoyfC8U08FM2lb5b49yCaiaCrYQusCmVgrZFr0IRS6pKCANJHMZ5YKakm53CzXHH2VZUvB/IeUZzZi5TG1tqasXSWgKFUCqII2MoJrRdR0xILljbroulUPIZpTRdTJm3BF/wwxGL1X2QW2x0idQVl+9fs338Ebp9i6CZFQue7B7iFwXViGhPcAvUHgjrwideeZk7xyd00rAd81xw+OY+PleK7rB1x6QTOUM+NK2MRMUZpesFa4XOOJQenwOTxmb2MwT8omNx54RxrkhZYkxGhjUvvHaXn/oTv8zDJzPjb/wO/cIik9CVoWlNHp/y4Kc+y+WYyHthPH6ZqTOsjnqO7QXLuyc3YrUZkZ6uu4vvr5FyxRwPqDNYDE7a+Lu3hjRlyMpkmgCQ0iPOIBIxEln0f9RK/2/GD9RjEJFPAD8P/DrwK8C/JSL/KvBbtF3FJa1o/KNve9kHfJdCIiL/BvBvAJzceZG+DqTtJaVE5qLU7ohOl4zjhnHcsfZ7FkbpQyDOhTE7xpQQ69C6p6RCtkI+KFUqFsfgA8vQU0rGLgJJFO8c43bicD1jqzT2oqG92WPB9J4JmipRECZGvCZcH0g5NjEUEZxRnF1gNFM1oylTxSAWakoIjlwjkJrcWrfA+J7KTNUmWApN5sRpIzyJeFQshyrEORGM0jmD8QNRm+RYrwk3LLE2MNjQOBaDY4wzdu7INd+c4ysGwyIMHK9OUWtxqzvEaURTYegtU9xRagMwiQjB9a1vo+0IUH6flXmjQuWMRQoEG3B+IE4T3hhqnolxQl2jVju3AKE5gKM4KsQJFUU9WHE405FqIe5vjjU0gpT3iu8d69Mjjo5uYWTBXAzTZeKdt7+KHR9zEgwqgWS29EOm80sMCwKZ9dKzOHqJOy/cZ7U8gZiptRX2pIm8O+CNAwLOtF1hYqIqzRAXR66KYEhRsM6iUluPCIPzhr4byFPg3iKS0shVnUkq9MtKFng0zbz5dEdv7nB79QKdn/F+STIRQmOrXj58SsRxGmA9Peb2YsHy1QU2HHF6+wF3XrzPPAx86YsPeXp9RrxomBEYSNaiSallRF0T+HHLI8QPdKYjba5QDzjBiifP9kbx6/uP77swiMgK+L8D/wtV3YjIfwj8e7S+w78H/PvA//j7/f9U9a8AfwXg9R//nH7i5Xt889GH9BRun3R0bo83StaAAYaBJrqaI4frA2kWCglMwQfoggcDOVUKTSFZMYSueUpKPyDWU42ATHgKJ0G4FCEKbctbHHNsUFgvAcpIZGou0CIIHcEYnImUUKk6oCxQHSl1xvhAYcI7RzADGiNZKoLF+BX4rsGjZcYjWOObGpExqKNBo42FMlPyRLFCuTnjq4FpmujsitCd0C2PGHygpgklwXTAbiOTZKZmls1yWDL4BZ3rycZR1EO/ILPHiRLKnqhNWarre+aY8L6/8e5QpJR2bFCDsUIXuiaM6gJTnhsQS9txI9dKHBuoyZoODQPVaDv356n5PIYOueFPaAUrhlITqmPryVRBfM9wfExY30JCoKiyOT/n/HLL7slbrMLMlG8xzzNTvua4r5gEi2HF6UnHJz/zKqe3X2JKQogHyCOWikhTWYLWxfeuwzuD6xo6dc6RatvUIWpbGlr0ZoIEai1ZM66nIWyB24sOY4RFsFw8rYTguJ5n3n3vKX79Jp+4b0gH5fj+gPQ9tutBZpaLjnoYGRYLXn/llJ//9Io/8XM/yfLebS5SYd5VqnScaWA4PqKEAeMHwqpAMqTYZOecgJiMMYajxSn9yR1Kroweok4UNeRDRN0C6+v3WInfPb6vwiAinlYU/i+q+tduFvZH3/b9/wj4f9788yHwyre9/OWbx75nGOewt1fYkxNctLCqOIn43URwytJ7lguLsQ6NCZ0OTNc7umWHcZZUKmotxgmGiC1gkpJLIpVGD04xE7NlSq2x1NmOMGT8wjPXQLTNjzBNiTTOaKUhCY3nksy6SBNHda1h521gTpWqlUB3I1/WE2vFU+jFUIuniuCqw6pFbWYxGKr1mFnpgRgncgfZKkjTX+hFoQvNGxHblJpKbjBnKl0W1nZFd3KrmbJOB5BrpnhGjTus9HhrGDpPcB3G9ZQilAqHcQ+23QnrDcGpYR9oxxepYE2jZ9Nm/DYEUkmItdQCcxHGqSFQ5zQ1JWsRRCD4Di2ZmDKGQh8E4xypelJ1baHZ5lauWhu0OGfQCSueapfs5iP2l4JzF9gqdIuIzu8S6mOYPNFXSnHNxNgYnC8MS0+/ehXldWJe4HxikIm+91gmpADqAIcxffvNnCKSMLUgVfEuYELX9C3RhgqtSq6VagSDkHUk6ki36PjZn32Ro7vHJAn8Z3/1C+xyoM5CKMp8dc1H8W1sNsQkzKU1nv160USBa8Ib5ZMvv8af+KXPcPvFU1xnuSWVqcB2qvSxMOUjvvTGPbZPHkA+I6eMS4lcC4upaV6Y3rAYFoRlT9KO1LvmsRqhlgOIQ+38/Sz1fxzfz1RCgP8T8FVV/Q++7fEHN/0HgP8u8KWbr38V+L+KyH9Aaz5+BviNP+xnjFF5//GIMSusb9v3lW1NFa8JEwr4jqyVQmZYtnO52Ab/NVqouQGeXFD60FNv7kj76y02gAkLlAX7cccuzthi2TrLPiuzOJIzTPFAiQfiYULVIf0Rs7GNUFW3LFUZgWLX2GRQKWQLEme8tZRa6YyFG0i2UBGndCG06m7BLjvM4KmHhJmaYGvW2LQQRBEBYxSh+UbUm6afo6EZxSoaI3qYYJGwi47YfhIpjygV3/cYY+lXJ3T+GOPXmDzjpGLG3BCZuSDimlenaZoP0AqQUd+s9oIF41A8OZbGVyiZHCuqqRUsuOFRCFaa10NVociNjJtz1GowIuSccS4gFcYyQa8ULTceFyMJ2O23yOGCYDuMQDcEFqu7xLojS8JVyHHGrXrGG+i49YFUlMNuy+H6KUfdwDBkhtDG3jXVJgQbBqRYAq2zX6pBc2XKezC2OUL5gVISqUx4c/NHQ6jVgfgbhS/P7RdP+FP/3Gdxy56Zjv/yt58yf7BlGQx5KjiZGPdPuYg7Nh8CuwmpSjUdISqdgcErL7+44pVXblE7w1Sa9YUiGGNZOfjUHcef/5VX+TW94P33CnGekDxTNHPSJ4I43KrDmCVzcPi+Z5k9t21H2h240sfIoSO32dL3Hd/PjuFXgP8R8IaI/O7NY/8O8D8QkZ+jHSXeAf6nAKr6ZRH5vwFfoU00/s0/bCIBkKaJxZOnaNohoTn77NQydT3rZMl5YndIVBECHauTBYsuMObSDFnnQikRyZArjfxTLMMwkFJlznvQgvWKt4lVMORDxSdLX4QQFY0F3Sl2k1kmBa9kE+kXC5xCKEsW7ElemX0gF4saxygT2/mcu92Ar4oxzfj0MFUsnooikjG6QPIRpmQ6P3OQK5K2uf/CLyhUUk2QGzV5sVw0ZaCU0JooNdE5gxjHrmbS9oqjXAhDYG8m9ulAyRO5JEJ3zPL4NsU7Zrtic0hYd2Pmq0DODc4dVqS6JZWZWhN9P1ALKJ4pNYPb9eoW2zGhxjRYdlcxEslppNSKEQ+22cVhpHFXXKDrm7oyuTUsc81NbyEXbBWCNUQLOWZ68TgNzDTfhvmwwdke7wPDeqDuM6F2SFiwVEcac6NgB4FZKHiybDleBE6PTzgKnnrI+GWhsw6/OsH6gJiA5GairGluYCpvMDJhvCf0K6zt0TGhJFJMdHbAS49RT7Ma75hSZVjfRVbHbA18/Z1LnkzHFIlI2NGZwMKtkCIYl9he7wmx4sOSQzb4GOlC4WhhOT5eI2JQ01jGUgreeQZTWUS43cFLv7ji1vKf4a/+tcDDs4d0dsI55cE94cUXjojiuTqHTVrQ31uw2Ww4XSzoTo54Px4osTRU6Q8QovqDjTH+aYSIPAX2wNnHncv3EXf40cgTfnRyfZ7nDz++W66vqerd7+fFz0RhABCR31LVX/i48/ij4kclT/jRyfV5nj/8+G+b6w+2v3gez+N5/P9FPC8Mz+N5PI/viGepMPyVjzuB7zN+VPKEH51cn+f5w4//Vrk+Mz2G5/E8nsezE8/SjuF5PI/n8YzEx14YRORfEJGvi8g3ReQvfdz5/MEQkXdE5A0R+V0R+a2bx26JyN8QkTdvPp9+DHn9xyLyRES+9G2Pfde8pMX/4eYaf1FEPv8M5PqXReThzXX9XRH5C9/2vX/7Jtevi8if/2PM8xUR+dsi8hUR+bKI/M9vHn+mrusfkucP75o2dt3H80ETZHoL+CQQgN8DfurjzOm75PgOcOcPPPa/Af7Szdd/Cfhffwx5/Rng88CX/qi8gL8A/L8BAX4Z+PVnINe/DPyvvstzf+rmfdABr9+8P+wfU54PgM/ffL0GvnGTzzN1Xf+QPH9o1/Tj3jH8IvBNVf2Wqkbgr9Jo2896/EXgP7n5+j8B/jt/3Amo6n8N/EGzgO+V118E/lNt8Y+AExF58MeSKN8z1+8V/5i2r6pvA79P2/+nHqr6SFV/++brLfD7EgPP1HX9Q/L8XvEDX9OPuzC8BLz/bf/+rhTtjzkU+Osi8oUbqjjAff0nPJHHNHWrZyG+V17P6nX+t2624P/xtx3Hnolc/4DEwDN7Xf9AnvBDuqYfd2H4UYg/raqfB/5F4N8UkT/z7d/Utld75kY7z2pe3xb/IfAp4OdoQkD//seazbfFH5QY+PbvPUvX9bvk+UO7ph93YfiBKdp/3KGqD28+PwH+c9oW7KPf3zLefH7y8WX434jvldczd51V9SNVLdqEJP8j/snW9mPN9btJDPAMXtfvJYXww7qmH3dh+E3gMyLyuogEmlbkr37MOf3jEJGlNJ1LRGQJ/DkavfxXgX/t5mn/GvBffDwZfkd8r7x+FfhXb7rovwxcf9vW+GOJP3AW/4O0/X9FRDoReZ3vg7b/Q8zpu0oM8Ixd1++V5w/1mv5xdFH/iA7rX6B1Vd8C/t2PO58/kNsnad3c3wO+/Pv5AbeBvwW8CfxN4NbHkNt/RtsuJtqZ8V//XnnRuub/x5tr/AbwC89Arv/nm1y+ePPGffBtz/93b3L9OvAv/jHm+adpx4QvAr978/EXnrXr+ofk+UO7ps+Rj8/jeTyP74iP+yjxPJ7H83gG43lheB7P43l8RzwvDM/jeTyP74jnheF5PI/n8R3xvDA8j+fxPL4jnheG5/E8nsd3xPPC8Dyex/P4jnheGJ7H83ge3xH/P/sNmbqv+3r1AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def template_matching_ssd(img, template):\n",
    "    h, w, c = img.shape\n",
    "    ht, wt, ct = template.shape\n",
    "\n",
    "    resx, resy = -1, -1\n",
    "    v = 255 * h * w * c\n",
    "\n",
    "    for y in range(h - ht):\n",
    "        for x in range(w - wt):\n",
    "            _v = np.sum((img[y : y + ht, x : x + wt] - template) ** 2)\n",
    "\n",
    "            if _v < v:\n",
    "                v = _v\n",
    "                resx, resy = x, y\n",
    "\n",
    "    fig, ax = plt.subplots()\n",
    "    ax.imshow(img)\n",
    "    ax.add_patch( plt.Rectangle((resx, resy), wt, ht, fill=False, edgecolor='red', linewidth=3.5) )\n",
    "    plt.show()\n",
    "\n",
    "# template matching\n",
    "template_matching_ssd(img_orig, img_eye)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6868308-9a51-4c02-90db-faf61f49eff2",
   "metadata": {},
   "source": [
    "# Q.55. テンプレートマッチング SAD\n",
    "\n",
    "ここではテンプレートマッチングのSADを用いて、imori_256x256_eye.png が imori_256x256.png のどこに位置するかを図示せよ。\n",
    "\n",
    "\n",
    "SAD(Sum of Absolute Difference)とは画素値の差分の絶対値の和を類似度にする手法であり、Sが最小の位置がマッチング位置となる。\n",
    "\n",
    "$S = \\Sigma_{x,y}|I(i+x,j+y) - T(x,y)|$\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c3e684df-cfde-483f-baf4-758bd6ab1dbd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def template_matching_sad(img, template):\n",
    "    h, w, c = img.shape\n",
    "    ht, wt, ct = template.shape\n",
    "\n",
    "    resx, resy = -1, -1\n",
    "    v = 255 * h * w * c\n",
    "\n",
    "    for y in range(h - ht):\n",
    "        for x in range(w - wt):\n",
    "            _v = np.sum(np.abs(img[y : y + ht, x : x + wt] - template))\n",
    "\n",
    "            if _v < v:\n",
    "                v = _v\n",
    "                resx, resy = x, y\n",
    "\n",
    "    fig, ax = plt.subplots()\n",
    "    ax.imshow(img)\n",
    "    ax.add_patch( plt.Rectangle((resx, resy), wt, ht, fill=False, edgecolor='red', linewidth=3.5) )\n",
    "    plt.show()\n",
    "    \n",
    "    \n",
    "# template matching\n",
    "template_matching_sad(img_orig, img_eye)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f4c6b5d-bee7-4cd2-a5f2-e6ecd9f050e7",
   "metadata": {},
   "source": [
    "# Q.56. テンプレートマッチング NCC\n",
    "\n",
    "ここではテンプレートマッチングのNCCを用いて、imori_256x256_eye.png が imori_256x256.png のどこに位置するかを図示せよ。\n",
    "\n",
    "NCC(Normalized Cross Correlation)とは正規化相互相関を類似度にする手法であり、Sが最大の位置がマッチング位置となる。\n",
    "\n",
    "$\n",
    "S = \\frac{\\Sigma_{x, y} I(i+x, j+y) T(x, y)}{\\sqrt{\\Sigma_{x, y} I(i+x, j+y)^2} \\sqrt{\\Sigma_{x, y} T(x, y)^2}}\n",
    "$\n",
    "\n",
    "    \n",
    "このSは、-1<=S<=1をとる。 NCCは照明変化に強いと言われる。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "cc5b89da-ca97-40e3-a5cf-ce83ff8bb928",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def template_matching_ncc(img, template):\n",
    "    h, w, c = img.shape\n",
    "    ht, wt, ct = template.shape\n",
    "\n",
    "    resx, resy = -1, -1\n",
    "    v = -1\n",
    "\n",
    "    for y in range(h - ht):\n",
    "        for x in range(w - wt):\n",
    "            _v = np.sum(img[y : y + ht, x : x + wt] * template)\n",
    "            _v /= (np.sqrt(np.sum(img[y : y + ht, x : x + wt] ** 2)) * np.sqrt(np.sum(template ** 2)))\n",
    "            if _v > v:\n",
    "                v = _v\n",
    "                resx, resy = x, y\n",
    "\n",
    "    fig, ax = plt.subplots()\n",
    "    ax.imshow(img)\n",
    "    ax.add_patch( plt.Rectangle((resx, resy), wt, ht, fill=False, edgecolor='red', linewidth=3.5) )\n",
    "    plt.show()\n",
    "    \n",
    "    \n",
    "# template matching\n",
    "template_matching_ncc(img_orig, img_eye)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ab354a2-b789-47bd-aca6-a637e0d9b1b0",
   "metadata": {},
   "source": [
    "# Q.57. テンプレートマッチング ZNCC\n",
    "\n",
    "ここではテンプレートマッチングのZNCCを用いて、imori_256x256_eye.png が imori_256x256.png のどこに位置するかを図示せよ。\n",
    "\n",
    "ZNCC(Zero means Normalized Cross Correlation)とは零平均正規化相互相関を類似度にする手法であり、Sが最大の位置がマッチング位置となる。\n",
    "\n",
    "画像Iの平均値をmi、画像Tの平均値をmtとすると、Sは次式で計算される。（ただし、平均値はRGB成分ごとに減算する）\n",
    "\n",
    "\n",
    "$\n",
    "S = \\frac{\\Sigma_{x, y} (I(i+x, j+y) - m_i) (T(x, y) - m_t)}{\\sqrt{\\Sigma_{x, y} (I(i+x, j+y) - m_i)^2} \\sqrt{\\Sigma_{x, y} (T(x, y) -m_t)^2}}\n",
    "$\n",
    "\n",
    "\n",
    "このSは、-1<=S<=1をとる。 ZNCCは平均値を引くことでNCCよりも照明変化に強いと言われる。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "96aea239-cb31-48f6-bba3-1aeec9bee1f7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def template_matching_zncc(img, template):\n",
    "    h, w, c = img.shape\n",
    "    ht, wt, ct = template.shape\n",
    "    \n",
    "    _img = img.copy() - img.mean()\n",
    "    _template = template.copy() - template.mean()\n",
    "\n",
    "    resx, resy = -1, -1\n",
    "    v = -1\n",
    "\n",
    "    for y in range(h - ht):\n",
    "        for x in range(w - wt):\n",
    "            _v = np.sum(_img[y : y + ht, x : x + wt] * template)\n",
    "            _v /= (np.sqrt(np.sum(_img[y : y + ht, x : x + wt] ** 2)) * np.sqrt(np.sum(_template ** 2)))\n",
    "            if _v > v:\n",
    "                v = _v\n",
    "                resx, resy = x, y\n",
    "\n",
    "    fig, ax = plt.subplots()\n",
    "    ax.imshow(img)\n",
    "    ax.add_patch( plt.Rectangle((resx, resy), wt, ht, fill=False, edgecolor='red', linewidth=3.5) )\n",
    "    plt.show()\n",
    "    \n",
    "    \n",
    "# template matching\n",
    "template_matching_zncc(img_orig, img_eye)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f8ddd83-ce0d-46b9-abfe-b64fc1f355bf",
   "metadata": {},
   "source": [
    "# Q.58. ラベリング 4近傍\n",
    "\n",
    "seg.pngをラベリングせよ。\n",
    "\n",
    "ラベリングとは隣接したピクセルに同じラベルを割り当てる作業である。\n",
    "\n",
    "つまり、\n",
    "\n",
    "- 黒　黒　黒　黒\n",
    "- 黒　白　白　黒\n",
    "- 黒　白　黒　黒\n",
    "- 黒　黒　黒　黒\n",
    "\n",
    "このように隣り合った白ピクセルは同じラベルを割り当てる。\n",
    "\n",
    "このようにピクセルの塊にラベリングしたものはConnected Componentとも呼ばれる。\n",
    "\n",
    "ここでは４近傍に注目してラベリングを行う。 また、ここではルックアップテーブルというものを使用する。\n",
    "\n",
    "ルックアップテーブルとは\n",
    "\n",
    "|   Source   |    Distination   | \n",
    "|:---:|:---:|\n",
    "|     1      |         1        |\n",
    "|     2      |         2        |\n",
    "|     3      |         1        |\n",
    "\n",
    "というような表になっており、Source=1に割り当てた画素には最終的にラベル1を割り当てる、Source =3に割り当てた画素には最終的にラベル1を割り当てることを示す表である。\n",
    "\n",
    "アルゴリズムは\n",
    "\n",
    "左上からラスタスキャンを行う。\n",
    "注目画素i(x,y)が黒画素なら何も行わない。白画素なら、上画素i(x,y-1)と左画素i(x-1,y)に注目し、どちらも0だった場合、最後に割り当てたラベル+1を割り当てる。\n",
    "どちらか一方以上が0でない場合（つまりすでにラベルが割り合っている場合）、上と左に割り当てられたラベルの中で最小の方(0以外)をi(x,y)に割り当てる。ここで、上か左で用いなかったラベルに対応するルックアップテーブルをここで割り当てた番号に変える。\n",
    "最後、ルックアップテーブルを見て、Sourceに対応する画素に当たる部分をDistinationの値に変換する。\n",
    "以上により隣接ピクセル同士に同じラベルを割り当てる。 4近傍としているが、ラスタスキャンのため、上画素と左画素の２画素に注目すればいい。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "beec2ac2-13c5-4022-99af-4529600934cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def labeling_4nn(img):\n",
    "    h, w = img.shape\n",
    "\n",
    "    label = np.zeros((h, w), dtype=int)\n",
    "    label[img > 0] = 1\n",
    "\n",
    "    # look up table\n",
    "    LUT = [0 for _ in range(h * w)]\n",
    "\n",
    "    n = 1\n",
    "\n",
    "    for y in range(h):\n",
    "        for x in range(w):\n",
    "            # skip black pixel\n",
    "            if label[y, x] == 0:\n",
    "                continue\n",
    "            \n",
    "            # get above pixel\n",
    "            c3 = label[max(y-1,0), x]\n",
    "\n",
    "            # get left pixel\n",
    "            c5 = label[y, max(x-1,0)]\n",
    "\n",
    "            # if not labeled\n",
    "            if c3 < 2 and c5 < 2:\n",
    "                # labeling\n",
    "                n += 1\n",
    "                label[y, x] = n\n",
    "            else:\n",
    "                # replace min label index\n",
    "                _vs = [c3, c5]\n",
    "                vs = [a for a in _vs if a > 1]\n",
    "                v = min(vs)\n",
    "                label[y, x] = v\n",
    "                \n",
    "                minv = v\n",
    "                for _v in vs:\n",
    "                    if LUT[_v] != 0:\n",
    "                        minv = min(minv, LUT[_v])\n",
    "                for _v in vs:\n",
    "                    LUT[_v] = minv\n",
    "                    \n",
    "    count = 1\n",
    "\n",
    "    # integrate index of look up table\n",
    "    for l in range(2, n+1):\n",
    "        flag = True\n",
    "        for i in range(n+1):\n",
    "            if LUT[i] == l:\n",
    "                if flag:\n",
    "                    count += 1\n",
    "                    flag = False\n",
    "                LUT[i] = count\n",
    "\n",
    "    # draw color\n",
    "    COLORS = [[0, 0, 255], [0, 255, 0], [255, 0, 0], [255, 255, 0]]\n",
    "    out = np.zeros((h, w, 3), dtype=np.uint8)\n",
    "\n",
    "    for i, lut in enumerate(LUT[2:]):\n",
    "        out[label == (i+2)] = COLORS[lut-2]\n",
    "\n",
    "    return out\n",
    "\n",
    "out = labeling_4nn(img_seg)\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"input\")\n",
    "plt.imshow(img_seg, cmap=\"gray\")\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"output\")\n",
    "plt.imshow(out)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f02a5f9-2cfc-4524-ab0d-171f02a462c0",
   "metadata": {},
   "source": [
    "# Q.59. ラベリング 8近傍\n",
    "\n",
    "ここではQ.58のラベリングを8近傍に変えてラベリングを行え。\n",
    "\n",
    "8近傍とは、i(x-1,y-1), i(x, y-1), i(x+1,y-1), i(x-1,y)の4画素に注目すればよい。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6a683b60-3991-40c3-bfa6-b4d151ed7f17",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def labeling_8nn(img):\n",
    "    # get image shape\n",
    "    h, w = img.shape\n",
    "\n",
    "    # prepare labeling image\n",
    "    label = np.zeros((h, w), dtype=int)\n",
    "    label[img > 0] = 1\n",
    "\n",
    "    # look up table\n",
    "    LUT = [0 for _ in range(h * w)]\n",
    "\n",
    "    n = 1\n",
    "\n",
    "    for y in range(h):\n",
    "        for x in range(w):\n",
    "            if label[y, x] == 0:\n",
    "                continue\n",
    "            # get right top pixel\n",
    "            c2 = label[max(y-1,0), min(x+1, w-1)]\n",
    "            # get top pixel\n",
    "            c3 = label[max(y-1,0), x]\n",
    "            # get left top pixel\n",
    "            c4 = label[max(y-1,0), max(x-1,0)]\n",
    "            # get left pixel\n",
    "            c5 = label[y, max(x-1,0)]\n",
    "\n",
    "            # if all pixel is non labeled\n",
    "            if c3 < 2 and c5 < 2 and c2 < 2 and c4 < 2:\n",
    "                n += 1\n",
    "                label[y, x] = n\n",
    "            else:\n",
    "                # get labeled index\n",
    "                _vs = [c3, c5, c2, c4]\n",
    "                vs = [a for a in _vs if a > 1]\n",
    "                v = min(vs)\n",
    "                label[y, x] = v\n",
    "\n",
    "                minv = v\n",
    "                for _v in vs:\n",
    "                    if LUT[_v] != 0:\n",
    "                        minv = min(minv, LUT[_v])\n",
    "                for _v in vs:\n",
    "                    LUT[_v] = minv\n",
    "                    \n",
    "    count = 1\n",
    "\n",
    "    # integrate labeled index of look up table\n",
    "    for l in range(2, n+1):\n",
    "        flag = True\n",
    "        for i in range(n+1):\n",
    "            if LUT[i] == l:\n",
    "                if flag:\n",
    "                    count += 1\n",
    "                    flag = False\n",
    "                LUT[i] = count\n",
    "\n",
    "    # draw color\n",
    "    COLORS = [[0, 0, 255], [0, 255, 0], [255, 0, 0], [255, 255, 0]]\n",
    "    out = np.zeros((h, w, 3), dtype=np.uint8)\n",
    "\n",
    "    for i, lut in enumerate(LUT[2:]):\n",
    "        out[label == (i+2)] = COLORS[lut-2]\n",
    "\n",
    "    return out\n",
    "\n",
    "out = labeling_8nn(img_seg)\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"input\")\n",
    "plt.imshow(img_seg, cmap=\"gray\")\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"output\")\n",
    "plt.imshow(out)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70582e5f-8a5d-485a-b98d-d18fbb361e57",
   "metadata": {},
   "source": [
    "# Q.60. アルファブレンド\n",
    "\n",
    "アルファブレンドにより、imori_256x256.jpgとthorino.jpgを6:4の割合で画像を合成せよ。\n",
    "\n",
    "アルファブレンドとは透明度（アルファ値）を設定することにより画像の透明度を設定する方法である。 OpenCVでは透明度のパラメータはないが、PILなどのライブラリでは存在する。 ここではその透明度を手動で設定する。\n",
    "\n",
    "二つの画像を重ね合わせたい時などに、この手法は有効である。\n",
    "\n",
    "img1とimg2を1:1の割合で重ね合わせたい時は、次式となる。 alphaの値を変えることで重ねる時の重みを変えることができる。\n",
    "\n",
    "alpha = 0.5\n",
    "\n",
    "out = img1 * alpha + img2 * (1 - alpha)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "84a80aed-0737-4263-9c8d-a93ab8961d4d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ex6oUO12QixO2ViPjScPprYf47u94ms+/ecwXv/gyN3eex/R6jGQgaxb0shx6KfOZ5Xj3JTQGpXKQCadWN8h6mul8wrXDAQ8/fplxk/DMjRPW08AsUTR+zsnkgMpGzgwkbr3AR0nddNeYEdAouD2FveOKno6sDjV5L8EuapJUM5tVLKZ7zMY7nO4nrK/m3JxNQUQunjuNTDLe2DvGLhb4WLG3e42f/djz6HyVp84pTvaH3JpGppMdDm/dQoWa1bNnOLl6lfmbr1Blgvb8aWTUzBYlRweCvXnLqUyxORA8/dQqzz5/mfnem6jZMYlricKz94YgHB3f97lluZUWdyzcXTPZ+eSCpZcbI+Vsxj/5H/8R+9s7NHXL+YuX+D/9jf8zSWIIEV54/iVOnTrF6a0thOiM8Ve2W18Zd7zxsDTedwbtvPUuLBCWFj0i8CEg6Ay4lCBkt8jcea1Y7gHkPYb9DiSCEBw3b97kX3/kI/zUT/4k7WJBYTS5TpAxoJSiJhB9IIbQLQZacucgyroiElFGE2NAS4n3Hq263QBSEEKgtZYoxN1Qztvgq5pXIQT94ZDaKOoJxMrhrWV+vMt0fw9bz0mynKqpqQ522Nk/5MVXXmN+dILyM86e7pM8+i5WVtZ5/LEzPPPaTQ72J4hxiUpTchnRriE1BpEamtpTTnaQKKQ0RKkZFH1MIqmbiqN5xuapdUqnuXlc0tOBWglcaFhUcxoPg1TgegkaQXSCEANSCFoBJzVMFi1GRvJMoo3CNw5jJHVtaesZTTVhkGp6PcNxXSNEZG1lgNSG/WmJqxsILTvb1/jxn9jh5q0DVL1HmuTMW0nTjpkdnyCipRgOWRwcYI/2mCWSYAeIKFmUC4xxzFrPMJEMcsHWVs6t25s0kwNku4DY4glM9iHMF7/RFAFfA+MeY3RCiP8DnTyuolPGe/FtXwOUIUVlI7LE0sqWSX0LO66RrQc3Y97M2fOO4a7E6YSAxweJG6U8svUQ+ekBV44a/vGnZphqzJm+Im8rDncPKS5s0VsvcE5jeo/ilGT7xku07QTrGrY2z/Hup8+Q9Few3rFy8RL/5rpn/2APYsWj59eY74w5vD5mFt5kZTBlazXlzJk1lJJkAfqFoNCgNPRNZCMFN+rTWx2yur5CZjQyBG4ez3FKI8oT2mGGMjm91TkqSC48dJl85RT79lWmzQ6DQcJaP2NDlfzp73qaZx4e8OqzrxFCw+v7U2Q14+j2ddJ+hvELXDtBGo1oVonSM1QgXeB//Pkdzpw7zeVTGbvzQBEcT1w+zWvXLLpecGp9jcHmKarj6f2f23s966VZF3duxc67hM7olScnHN3cpl2USKm5ceM6s8WcFbOK9JGPfewTHBwc8r3f+x/znve/D2P03bHueM7/voD33bvu8fh//RMDAhfuWYjuPqMbwAcQchn3Xrr1gi68dGcosYxvd7ffOq47g8UY2N/b5yM//RE+8lP/ino+R3lHpiWJFGggOI+PgdA57BhjUFphrcW5Li6bpxk+BoRUtLZhZWWVGAKL2QwZu8XGh4AxBmdtF+N92zn66uY1Am3QSJNjtMeLOZU9IVQO4SPC19SuYOo9uRAsqpr5a8/Qth5RJLQjQZEr9heOX75S89KzV9DzA7ZOr5FkfczGClkvwXuFTDbxUjA+2sH7Cu8cw8EK586MUGlBiJ5ibZ1XjgOz+RQRLZurPZpJxfy4pIqHZFnFoNAMRz2EAK0iqREY2c1TIqGnwaUJpsjp9XJSo5ExcLJo8FIiqhqfGYJKSIsGGQVr6xuYfMDE7lJOdtnbv8H44IBz507x7U9e5MbaZQ62D5DRszepoK1YjC0q0RgsdWwgCGKTEqWiZxQGya+8OKU/6nF2vce0DpjgOL0x5OAkIGzDcNDD9PvY8u1d969JzD3G+LPAz/5mny9i5GR3QaDCupJSBTIfiUrQ2AUWT0pF5SoKmaJDRCaKSlZom3K80PSzAXmc0j/+Im0N5foIsXYWTq5jG8nMZBwcl2ACi5giREqiPFEO6J06zaknn+KgzLm8tc6f/wOXGX5mm+e/MOPsyjovHVTY2QI/P2T/2gnm9Dnq8ix4R/QCoTRSQBugJ+DShuLb3n+OZ6eXwQhmGF66OaeqZ9j5GGZTVrQjIZJkirC+SZhX3AoFoc5Y1JoUSZQJhzHhV68tmL7qUT7n4Xc/zdQFXj55GWHfJGk95ckRMlpkCDTzktnhMcM0Z7A+JGYpN5/7EmLnDA9/z7v59OcnNK+9zmA9QaMYjTRPPH6G4/ws6mjvK87VVzO3dxKGb+k8dfHzeCfmQZcA+/SnPsVTTzzJzStXkNZh7njJAt68coWtrTP005zZZMbe7V3+6T/5Z3z7d3w7f/R/9UdZX1v98mSs+PXW/c47/7t/3Q25xIiL4MOvC8gLuoNYLkKxi7Nwx+DHO7mDu4nf5cIQxb3R+y6hOZ3xiU98nJ/8iZ9k59Y2MnhyJUiTlEVZIekSqgBKKaSPXUxdKeqmoWwqYowUWY5Ou8u2rCqcsyit8DZy999yhXG+S+D9ZujOX828ihhZTBqisITQ0oqIiWAFOFfjCejQsL19g3OrG1TjMcYHvLAon1C2kvG0wQVL1o7x4z0W0TO5uUuhEtKsII4GzMsWVKSNGiE0WgSiykgHQwZbZ5i1ho1Rj295YoPs6pjt6zWjXp+daYura3w9Z3K4gMEKbbNC9IGglslZCS5EEh1Z6wkeurDCrWoTFDQo9k9anK3xTQl1TS4DGlBGEfsDYtNyEhKaReS1129y46VnaKLFZDn2uCUcCkKbsHn2DI2PhPltZDhE+4CrFigZid5TtS0xSPppTm9QIPKM41u3cMc9zq8+ypvXF1R7++Q9hYqCLJdsbg4okxGinL3tPL1DWodFyvltVIBTo4SjNkMWQ0QDrq5J/SpeWfCORvaoQ2ToLbIIDItVXKN4+XBKkQre9fiTrBjFl158g8nBEbZusLSs9EZMj2oOx2MWe9vkWY/N0SmkGnA0U/zcJ7cxRrIQfX5uP2Hbr/CB97+Pdz91hsEz2xRKceXF57g1maKt5WBec+24YmtNEYjIRqA1pC6ipOD9j2/Qbz/A9emMV67tsBanVHLMxE+7kzrPGa2tsrmyhg+eyWTBpPZMt19HLY7p9TP6WZ9F07D/8ov82tUdLj12gdmZs5D0UK7EGM24duzf2mExKXHRgq1oj7apegNsYYjlEVkKt6qaH/lRS3u8i5pcZWei6IuGJx7b5N3f8m5uVgOqxfy+z2sIEUFALo1MxwCRnUGMUJcLPvHRn+MT//pnEE2DbRucc0girvX8s3/0jyh6fXpFj8nxGEPEVQt+7mc+Qp6n/Onv/d/cE3e/N+n65cnQe39/+RFGQuxYU3ds4Ft5gruRpOVCdWeHIJZe+5ePBPcY9eVgVVXxpeee40d++EM89+wzXajBe2T0GKVIiLQxIAXE6IlCoJRBum7MuippvUWqZb5CS6KINE1DoAvh7O/v32XMmNjlJqQUy/vUb8q4fzWIQNOMkREGuUY4j0wycAJvLWlIsKFh+8Y1Dm/uQvBo34J2pCbD1YFf+uQXKPKERy+dYmtjxPVbe8xnCw5mE4YrBe/ZfC/13DIrS5rpCcYk9Id9hMxZNIIXrpwglaAh5YWZ4iTmXLhwnrNnRqQ3xhgl2Nu+xXFZI3xgVlsOFy1DUoooERJkCsp3E3Zhs0/mLnFU1ewfj+nFKVYsqEJNjB6TGPKioF/0CDEwm5dsb+/ywnMvsHvtTQoj6KcprW1Z7Nzm2tGE4dqQdmUFZIKMLVpLKuuYnUyoFjXONcTgCNUEi2OWafyxQ6nIuK755V/xuMUUVR8yLiW5dGydHnDu0jlOXI5t2redp3eEcRcChJ1hY8HtKsOkI9J+gat2EULgRU0aAlFppHQsqDFSI73juDyg2W7A13it+OQLhrX1TZQUeOOIwXJ9+wBrcmY2cLS/h2xr1ja2eO+7382jj5zl0y/fYry9hxcJB689ww/d2CetK64+/AivSseljU0e+pYRt+dzRleuYEXL5565wt408q6nHuN9j67SyxJCECgpSDQ8cjph1p7h+S9qUnXUxQRLxdx6Ht4oePfjj3Hp8nkunNukDQnlyZR5WfL6rROu3zBooFhf5WhWws1brPUtwjW04zGDNcfmqT7lfJ3t6zeQ8ylnC027voL2OSLU1N4y3t9lkOWoMGB9pDiV7zN4uuCofoy967cZCMna1mX2wgqZNpweDe/73HZUP7k0OJ2ButervXX9Gvu3t7FVzSDL8W7pvQqNjhFXVrgAx7MZhIjwASUFgzzl1PrqXVqhgLcoqdyJl8cvN+h3F4B7wzPcoby8FXxfhlqWucylsb7X2vPrYjfx3nUFYsR5x9WrV/nhH/ohfvWTv4pWiiLNqKsKTcQoSbr8aUQkTQ0RzaKu8bZBEYlIpJRoYUBJ6rbhZDKhrkqGgyG9Xo/pZILzDmsdRmuM0XcXIuccKtNfTt25DxAArsLHhHFrUDpHpwnezhACgrA0szF1XeNjQ1SBRAhECJTtjLa1RNdQ1YYXbKDX63d5CunQEsraMl7UVD4wn06R3jHIh5w7e5ZTmyu8uXtCeTIloJjt3+AzJzO0bTnY2GRXeNYGA9bSnHHdkPsDvHBcu7nPtI6c2TrNhVMFidaEAEIJtIxsDBW1H7J9Q6LFnGTQw1pofGC9n3D29GnW11dYGfU5nix46Us7+OObbAwS5LlNonNk/YK6aWnGE4ZFRASLaBrSIhIGCU2VMzs6hqZiVQvssI+MjuAaaltS7tUMih55v08qIz09xZxWVH6T6mRKLiTFYJ2xz0iUYZBnbztP7wjjHhHIbIhvZ/hZiTYFbm7QZctApKxvrSHcjFu2xvRXKKynmc9JTE7rDzm2h/SLgjzrM1pco6lvA4I8SKY49PEBN+cnNFKQhzlCKmRvyHj4MP0n3sOFeBrDlyhDTcCRNjeoQ2B6ZUZ1+xrXVzYoG0U9dwxGObkIVOU+x1cbXmotIj5F/72bjAYaoUAp6OegE4GoW9aGBccChjHy5FnD//Y7nuDck49gdY8Wg60FF8+dZm0g2LpdwbPneOal67TTBltKTq2t8Pj5TUx/leHKOlak9FdWuLK/QMQbPLyW8G2/913slAmT/TFruceWlkVVYUkIIZClGlEM0KMNLo0Ej2UF5/qW3qhPe/sNfDAMkrff5n3V83qHk3yPYe/gCVEigKtvXMHVNZkx+OAQqmOYJFqSKEMdHd41BKG7hKH1xNBxq3WS0nY0cUwEv0xu6gBumX+MIXZca8k9lrrDHQ69ZBkvv7sFeIteE2PsIjNiGe4IHUNGCAESQuwonTJ2fnsMkZ3dHX7qpz/Cz/3szzM+OqSXJmRS4J2FakGaZ6TAMO8RXINaJkQBjFRYH6m9RaqIC45F2eKk5Gg2wdoWJRWq9aSpx0gJQRKUxt1N6C6/e+gW1fs6q8v1T2cEXxNqi9IpodGo1iIxDIYFzfEOwdUkvRVCaPBNgw6G4Eoav0AriSAjaw5wbkz0gcRH6ujR1YzD7ZtYITCh6ZLvSUaVbZJsnWMlDhHhFm20IAI9d4yNkeqgpp0ccZz3aZ3ENoEsN2gibTtjceTZcQHBFunZPnmmEDIiBKQGpAKso5clVBIyIlsjzTc/tsXK1gazxvP6tVtcefMmJloee/I86xPHazeGvHl9h3nVxaY2RwNOjwqcSsiLHl4oTJaxP23x4YhTPcWlS1scVoLFrEJTUzQtfevQJiORHYdfphm66LEKnEsyVjNPmqfYyT5CJJzRX4eY+1eLGAUm1TS1QfqKKo1IUeMk5IMN3v+d3813vf88P/ELn2Z374QmkVw9OEDZGo2iT0ZoaigMUa8RgsB7TWFS8iShyQaYMGVl0OOpC49wMofDCey8cZWPlA4fHLr0XDw15KCOmNQSQ6SaN4T6EHU45mxmqPqBucxphGEwhL7WpO0RV197jVkT+KZ3bbA+NDy8KdnMI/1E0CrFm7dbTJhRFCO+6dFzFI8+yVz2QAhOqshs4djIJb2+ZLBe8J7HL/HYas6L13aZ7Dq+831PsnL2DFIkPPZQzq/cFPzUL99ksjNlayXj0afO8uj7PkDcbonhFhfPD8nyPrmxKBuY396hlwlC8MhyH2MkCMt8UlLOb2NbS2stk/rtt3m/tbmNd3+/FZZ5qxBlfDImS1OC9aDVMn7cdiwQrciyhMZHahdxwRNiIMYuJPLRj36Usw9dpnWe+cmYx9/9dJf19OBi7GLoHW2lY67Iexzve37fcdYFy+dKiAG8X7ryd3IA8a3PI4VYGv0l0yZGTo6O+MVP/CI/+uEPcevWbaSQpEphAEMkBktuFImEPDEE7zp6p1LYEHDOQojoJEU4i7UNRmm01tw+OMArRZLlPPXk0/TznKPtGyTGdGyYEFFKLRO8scs93KFm3mfPPQJSS6zTiGXMXQhLEKDTHucfe5zLF9aZtZHJeIFHcrxYILwlkYZcmmWC2hNk50EHLzFKobVie/eQYmWATg3rPY0pVpnVcLJ3yLONxwePbDwbw4y5A6U9RGgbC3aOCCUjrWjTSC0S2ijJM0GmFTosONzbo7aBC2f69HLFel8wMJFUgZeCw4kjoSZNci5srhCGI16+usObV99kf7ygaSLnBpI8lRT9hPOnVthMBPsnM+xixpMXN8lHA5wXbK4bXjsMvPbaMc2sYVQY1k8POH3xEu6oZVHtsLK+SprlbK4NSYVksr1NqgLWRXw7Q2mFkZ6mamkbh/MdRba2/m3n6R1h3EMMlE4SvEBGjVQpJhty5uGEzKZMh5fwF97N7/nulE9+9BPculWivGNzbZW+TpiXsAgWbyXlvMYIQQJE00MXGa2tuJivMTh7ltEjj2HHCxavv0GcHdAwY5hpHn3oFKyexu3PyKXl1u0jbDljrSjQApRMeHhrg6ruc/1gis40a4M+Oi9oQs3BK8/w8aPLmHzAex9d5Y9/c58sgXrRUl57g6zwnMiESetgq+K7350z6Cukg1lwHFWGvT3PmoQ/9s0FY3sR9fwmp3iY73j/Gk4r2lYQEqi3G2a3tnm635CtXWTr/EVW1k7xdBJ595mCxx5f55lXSpqdQ1IqikGOj5b5bM5sMlt6ihYhLCJLqGY1tq2x7n4b90hchjPuGPc78WwpwLUt169d654qugRl01p8ayEE0iRBKUndNDQRiAEZgAjSS3a3t/mhf/L/ZffwkOg8P/B3/w7ZStcMK4TQhb2XTBdgWbXZvZkQbyVBpRCo+BY9TgkIYhmdkctojRB3Q0DQGTe5ZM/M53M+9cu/wod++Ee48uqrXRWzVlRVRdLrkyq5TL47Bv2C0LZE77Cuo1ieTOdkRY4XoLVCKjAiYLRGCkUIFUmW8uR73sP3fu/38of/4B/iFz/xMf4/f///SSo7brsUghAiznsSeYeEGTv++1dgy3zVsxojre+KgkRUCKFROmO4ITHeUCWrVN7x0OOPc+WFlxlP5kTn6BUZhTFY1604to142aAARcSLFKk1Vbvg6OZNYpqy2Njk8fc8ho5jRDOjHddkWnJqvY8oRhTzhkR6TiYLfNuQJQaFRgrNqWGfxmUcTkqUUfSLDKETbHAsdm/yymIDlaSc3Sh498UUo8G1AXt8iEgCUx95/eoU9cWWrcLSzzUjJdhzLZVLuTWL9Ai864LBXjjFazeHjITliUt9vBTMFi0i1TTHlno64UzmYLTK2voa/f6QM9Gymgsef+oCJj/P6f6Io+2rvHywh8TTVAvqslruDANKBoTRtHVXIfvvzyK9hXeEce+usoDRYE1OKwS9POfRrfOczBUhWHZOKs6dO88j734fefYKwxWDjClVmpGXM4p6QVm31Md7eJWTj3Ji1JxeHaJXcx46u8ZxHLB3e8q0qhDaYApN8A4nEt6YpUxv77M1EHz7tzzM2qjPF14ucSJStQu0VozOPURuhvTyN0mzAmUMIU1pW0duj5DT22TOsFI+xED1aAycGQRWHsoxaaBygWl1yJvPvcLW8P184OkBD20JDoPik6/MOZnVlLbl6SfXGOUpI6G4cGEVlWkSCZmGeYhsrQi+632bDMWAxcRBA/vXZygkXhg++/kxs+vXSThkEhzlpKYuS0wKqVS4ek4gEois9QtMv0DJAufvs4tHFxa5Ewy/670vDc/45Ji9nR28c8QQca1dxugDUhqkFFhrsbYFpfG+M3iJMQQhkCGwffUalW0gCl598UXe88FvxS9d6mX6862T7N64eexc9bvVowKC7EIrd7x8KSTiTniDLn8QYlePqgS0VcUXPvc5fvzDH+K5L3yB1CT00pRCSYSUmBgweLSIy91DRAsQWiOEwHpHEBK0ofEBnXS8dWtb+nm6vHYlWmv++l//63zfX/pPWB2tICI89vjjSCUJwaOUAmeZTCbo4YA0z7ojjl2JvxTpfZ9XiCgJXhuCgCQxnBquUDaSui4ZH45ZGY3YOHsOpXcxKYggiVlG4lqSpmJet9hFixeGrEhROrKS5SiRsTLqMQkJx/tTbt/YYWXUR2aSGDwBxUGdUI9nrOSCRx/apJenXN9tCAKs62QEitU+RmUk+gBtErTWBK1xLlAGi2gm6Kjo2UiuUnwUrOSRbEVycnLA1deusH17n2Swjn7sAsNewpk1KKPmzb0a6yKtt5zaSBnkKYVUrK0loDvZhSzt8imjnuCxCwNyMmwdMSFSjTsn5tHH38ulhx4jzufoMMNox2Q8wTUNQoaOdLCYkRgDWtLLDDJLkCJBCvW2M/SOMO6DXsG3f/N7ODeIfOqZ61w/mJAUBb/vm9/DZ5+9wfHRMVeu7NN78jTnzl1CKsPW+TO8cuU227tj+sIxGq1ydivF2ZrxZI6nYWh6rI8GrJ1ZI+ltcLR3grUL+mkg3+yRDTJu71Xs7R5grt+kbwTHpx/hMFvlODFgX+R4McNNFrhBw3NmA/qe9dEKUfVpZjW6go1+j/PnM86sp5Cm3Goy5i5ycST44FOn+FLzMPNg6UfLamsxUXHr2g5jJymd5PrNI5q9m8ymx9zeO+aFTyjOnj/NH/8D76G+vMmz4wiu84LH88jtmy2Pn93AlAuk3sa1LfWtl7CLChUCtXO4akaDJy8k/X5CbhKQAakVRbGBkpKT4wWuqcmKAh0FNv8anQ73sE3i0p2WQjI9OcE2Nd5ahNJ46PQ8IsQQcM7hvUcACoFUqhvId2wQXEtEdxWiIfC5X/s13vXNH8CIhHCXfN7ldOIy7hLiWzFzwVvhGBlBLxehuzHqZfhdLg18lBIfI8E5XnnhdT78wz/Mp3753yK8Z5CkCESnmxItzntS1emhKNGFTLwxuLYl1YqmaWgROKXxQjKZzsgyxTBL6SWGLEkQIbIoa7SC/qDHyuoKBIGUisuXL5NkObEpUUGSJoaV4QilZfcZ73jzsWMs3U9kacIjF8+xmsGbt445WlQok/DwxXNcv3XMzvExuztj1GbBaGWdKBX9esj+/gmTeU0uHVlWcKon8MFTVS0RSy4yellCb6WPTgcwXhB8zex4l4tnnyTLUk6mlul0hjo+IdOCRdxkbgrmWoK/zaKtiVUDmePW9pyYRXpZQS1TXO26fFiasL62yrCniNpw3Ca0AdbzyFpq+eXrN7l++yYierY211BRMTmc8KqH2gtOTha42THeNUynJdsvB0ajAe9/6jwNPa7OPCEKrIPJvOXo2LI57JE5i05mBGtpjrepFhVxrSCsFoS2wRMpMkNRKLzSRAIBQTFcQytJW7Z460jSpIu6fYUd2TvCuGMyzrzng3zft6/x2COv82Mf/SQ3asMNs86TT6V86rNf5M1r17h4bp0zD52mVgntbIXLMaWf3GD7MDBzkKpNXAGJPuJ0odg4dYrjOuLMKnUtcKVDOc/hrGFlNGBj7RzN7ddxix20swQ5pDnZ4cd+7JdJm4bTeY2gpVENNEfIozcwdo0XXpmTyJaiWCEvck6yIbE3IJ9pzm4aZtWcX/qC5o/+vnWefqzHl95c5/VnXyITNQOt0SZF2cjN21P2ru7Qyxr664ZMlFThhKYdc6E5Yu/1nI+ftGR5D6MjYt7StxUriym9pEUzpypnhLZC2pa+1kglWR0YFkWB1C1ZkiGjQa8YyqZhMp3iggYpGa2OCNYy6qdEG2nE/ffc7+Be4y6EJIbI3s4OMXikFLTOcTJbEKNnmKUkEpSSKK2R1hFj7MSZtEFFCMGhE42j8+CNUkyPj8H5zhqrLi7fcezj3WKmO3RGlv93tHixNMLiyw/4TvyazuBrIreuX+fDH/oQv/ixj+OqmswoICK960JA3hNExGiF1hKtJBKwbUvbWgZ5DsETgaptOalmHIynWGvZ2lwlGLPk1QestVR1jYjw2ssvI2JEaYMERqMVzp07x62rV7rCHClRSnR5ibDcocjuk7klA+m+QRmG5x7mWx7tc+rUPl986QrHTnKs+mxtad588yqHh4esDc/TX+sxW2rprK4JCj1mWpW0USDkEJ8KtFqwmmkGgwGLNoDuUbsueW5C5Hi8oPaGUbGGG+8T2ikqeKLMacsJn//C62jbMkotEoeTDtwcsThE+5Kd3QYlHElSYBJDaTJIckwlGQ0UVVPz7EsLsrjLzWs32T2ecHRUYmJDoRVSaYR1jE8WzI6n5IknG2g0ltbPoJmzEUqm+ykvzyxRa1zw1NOSxDUUIpBkkChH8C2+rfF1QyYE1eyQUfEENsmQyiFJWF9fp17MaZqWsqqIsdMIyoqM6D15qsF3BIK3wzvCuM/nFc+/MeHgW07zwQ8+zmeuTnntU8/x0U++zNPnTqGVZHx7n8+8eJPLzVkurY04e6rg8YdWOdi/xOuvv4SdzVFJynRRU7UZIR0g8j7romUxmbA7bdi7dZ1yPkNMj5mbHteuH5OUe4y0wxuDpKbXHCKr21grseYcaX8N5yObRUAYQRs8q3LO5HCfHXlEzHskrSXxLTEpONjYJClWUJMLPHJ+yLmziv7GgProEBEPiNmQpnRYLwjakE72MSPNbJoTQsup0JIODCtZwkY7ZquS5C6FGGlsRd224Npu25YEjAkoaSBLsdHihcEqhU7lkjJimM5b+v1Oua4oCoJr0CJHac3YWVg40kRQvD2z6qvGnUTjXSMaBTEGYgAVI9evXkUsPfmmqdneuY1RitGlCyA6FUGdmM5z14rQWWvkMmSCdyitUIAWMBoMEFJ2XrsAKe9sWzvOt48RJfiyqtK77BLuDeHwZRIEwXv29vb4yE/9ND/7Mx/hYHePfq9Hnme4tkYv9WWEkjgfUMaQJIY0MRADIXSCeC5C3TQdV985fIzcPjhAJDmbW1s89vBDjG/fQkRJWdfMZnOc9USh2NvehuCRuvs8SmtOnznLtddfJnqPbR3JMp7cSRBwV5fGBntf57VuWrb3K2aXhly+fIqrhxV7V2/x4uu3ObsyoFzMKcdTrt4+Zrg2QBPoDTIubA2pF5scHOwQrSMgqa2nDYaoC2SSMRCWtiyZNIGTo3182zJoUsa7e5wc12g3o1CBoDUCR2LniHZM8AJvVtFpjxhgkESE6hRfC9FQzWdMxAJMivIe7R1BafaUZvv2Pov5jEcf2eDURkJ/pYd9dYqKc2qT4WyX3JTGkDYLEqWxx4YmWAbB0k+7CuOindNXHqxiPF9glqSAlV6OW0yIiSCIrgJZGoMjsGgavJAoIxDhjqBeirUTEF1BGwRUVEghqb2HJqA1JEq87Ty9I4x7aBZc+dJz/ORjW/zF71zlW95zhmuvvM71Nz/DZ2+PyFQgc3DajPmmtU0alfHwmSFXDzOuN4rf+8Hfywcfysn6GYfjil/69DWubM9ppOLJh0dcuXmb3Ve+RDO+gYk1uU6wdU3aHBMF5L1VQmawtcX7hqataRvF7e09dJoDgqwYMlAZmbAkG0PcYoGbHRDqHaKPnSSw78HM4hdjZkbyxtXLVG6doVQ8tTng9Ws38XVNpgKyaWAuUDoS6TPSDeeHis21dYZFTpob0kIjfYOyNY1vwbYoV2G0Js8yGu8wSnbxY50TXE3dOlrbkupImqQEIq0LnByNWV3pAwqExEdHCBEbHLPDY5TJSMX9Z8sE3jLuMdxhrUS88+zc3obQZUh96J5pkpQ0TVESIgGtNT5UQGB7Zw/XtDz16CMIIsF5hO/K9pUQmEQTlSQgkOIuab1jySw57vIeMvxb5vseLC39nV3GdDrl53/u5/mJf/nj3L5xgzzRbAz7EGFeLTCye1/vHT56fPRInRGBuqmXsdeEpm1pbcA3DZmkk2pWhpW1df7In/hTfN+f/bNQl/zAX/9+6lAzrbq8iFyqQx7tHzCbTFjZSNnfP+DffOLjPP/88yDe8sybpiYIMFKihcTfKw98HxFty/72Lb54esgHHy+4eG7E4d4+JwdvcvUk49reDtotGKqK80XBcSnYWiuwIuN4qrn88GUeP10QZWRRe7740i32DkusyNjaWGH/eMzk9jahPETjyXunUW6B9BUIMGmPaDTBeVx0OOcIXjIZT1E6QSAwSUYmDVp4VD8nNA2hnhHspGPCtZ7t3X22d3eoFi0ra6eYb45QKiXxnjP9jOOTMdZN0TLiXUviDUqB85FMBjaGmiwtUEJhjCBNQeIIeFLluHT+PA9duoAi8OynP4vzAR87CQmtU4iBclGzWJT0ioy2tWxvb3NweIirKvJEIZC45eIsRMTHQDWbI7XB8DuALRO9R9x8jo//uGA+/R7+3Acv8Me+43F+9mPHXLt5hUktiKNNalfwxOMbDBNBLQTDRnDljR0ePv8QyekRVkQqkSAffoxY7iCqGS4b8fSjCfOdN3j+mZs0TuLqQBYtut+jsVA2HU851gEtW4QXZEqQsKCtpzihOTis0FKyOTxFmvVRDUhjWZyc0LgFQTrAEFxFoiOncssgtJwbBM6u9DDNByirGYe3Xu5kP40myS2nV3ucO7VJWgwYFn1SZdAEnAjEIBE4nPQEAolWZKJPvWhACBIliKHF64RoG3INMossFoF2UdPGEkdALIurHJHJfIFr5xhTEF1NPhwSEPS1oS7vc4XqvRWeSyMalga+nM84OtjtxLdUQmtnIGB1ZYSSkuAtQnYVnnIpErZ7MqaZL3js0iVS0wlwiQBaKbQStMuKvbiMlS9JmHf1zaXgLaN/R3hsmQ9gyWW/k3Sdz+d86pO/yo99+MO8/uqrJFqzNhyiiIwGfY6OjjAyMshzEq1o2m4wETRl2RB8Q97PyXRG7UPHWAklzntaBNo7HIHv//7v53//V/5TsjRl98Z1BoMBzfSEVHVJYyG6XEM1n/LK81/itWvX+amf+iluXH2TTClc09LULdoYfAioxCCMxt2hWYqvsHf/Lc1rQBzf5JUvQlM/xe95eJV3PXKaF19ZsL+3zfjWTYxK8TFjc7Ngva1JipSyFezvj9lY2YBeig+BVgnqwQqLY8cQRUxyzmwKmvEBt7cFIUjKxoN3yCzD+0jrlpIPLqCkQ0aBkqBp8LYmCMV83iKFYDAcoE2KcBGUZzGZcPvWdd548yqzeU2W5+RJynouGCWKlcwz2EopxGXky47J0TaZSTBao6Sjnyk213qkWY88zTBC0DYNPnqCjwjpcUTe9Z6nefSJJzBaMTk+IUkSXFsB4JXq2GBK0MSW8dEhN94Yc+3aNaazMSpICJ7GdwVdztboJEPhMGlGiJAKhbPN207TO8K4CzwJB8j9z/LMT1fMTr6H3/+B93HxyTk941nsO977nnP4QeDXrlounM54/mbNCy8fcv2lF/mxyZy9+pvY6Guef+WYdnHC2dQzWCvwMuNYFAwffj+PlTVXrryOZ0KPnDTNGY2gl2aMVnIkI0JwNNaDCLhoOTyuqRYVtqmZjWd4MWKwtcrK6XNsbuXs3Njn+vU3CbGm0BKtJTYRHCcp1xfQLyVFKhmeO0P/4Xfhp7usZYJz66fZ3BzSy/sEneFcREVHIiKVa0F2ibPaWYRZ6p13QWOUFNi2JCsyKp8yndWEqqXIE6ZViyCglUPrhNh4er2MsqqZlg1KRCrvqOtptzhUFbN5RaIE7dfgdLhTF3QvjTAEODjYoy7nGCEQQuK8I5Gw0i9IVHdWSCmZlxVpmhGEZNFYtDYE7xGqa4ogQsT7BiM1vaKPXEob3C2DFZ0WSifN2zFW7hxJV8HaSQnc4a9XdcmXnn2OD//Ih3jm859HI+gnKSIGhOu8c+daijxFS0ikRBFJjIYYMLlmvGhIs5zSew4PD5mUU9718CVG/RznQyfp26V5aaqaLDFEYLCyxmA0oJ0eLY9ZEUOg8S1Ra/7O3/5BjqZTpASNI7rAYr7Aeo90jlMbG6yurXN0coCL7i7nPd4P6cwvQ0AzR0yvcfO5lrp8micvnmPtdINbnLCZGS6cXSFm8Ma+pUhhPoscHMw52d3h2aZl3JxjmGu29ytu3D5iTUeGuSGgKXWfYvM8m23L0dExaQKp1hhlkDmkxpAXZqm6GfA+IETAx8CstLimxTtLXdZEkZMOC5JigKpOuPLGVV575WXAUaQFSkm8jMyE5LAKKK/RItJbXSHbOEuoJvQMrKyPMGlCnqU4pWkrx3gy4/TKAKlAoIhxyYBaspjMsoFKmmZIFVEKrNddww/boI2kdoHPf+azWFuhlEaErhHPYlHjvScGj9KdxpCzlmBb6taipcDHt1+43xHGXQpBkVqy2CLK59n75Ix/eeUxRoklXT3D6bU+5qn3sH9c8cwvPEuYR6r9Gyxmt1irj8jCNi/93C5nz19icTRhY6TZOn2OJqbc3p/yxtWbPL4auPzEN8G8YnwMg7UNNk6fRomE/mDAxvlTeAyxqnBhysm0pCwdK8Oa/d1tTmbHyDDFLm6RzFsuPPIUm+cu45KbTMcntM2EIjNYZfDBs/3CS2RO8eTZglnW5/Cw5LEMRt/8KJnRZFlOcOBEBBxGBrQUOCVBSIyRBNd1uEFE0qRb7W2w9JOCslownc/xLhCdR6cSJxxtvcA3C1ZWe4ioUKnmpCzREcrJMUJG+oOctnHYpmRyPAMPwQtOjt5eQvSrxVs66nd86LdEfne3b3dJStl5zMNeRnQ9BplBhq4MXSfddykA6xxtXdHvD+52GZLLqqQYItY5hqMRUnb0RbU07oI7HvvyJ3aCvHeKj/zyOEPruHbtGh/6kR/m33z84+A8/SzFNg3RteR5jlYSZ2ui7XSOBBFEoG4sQgmss2RZQdFLKasFr964gQwGFDigyFK0dbTOIkT3beztbBOiR0iBSRR5r4c0CcpAbd1SNKxBJymVc13cdV6SLC94YwxRRIo0JZWS8fExbdNADHSpXrjfVUwSQWI8Ojpot5m+3vDF/VMUOtBEw3DrDObMOU5Kx/brOzTThiw2tPUxA7sglVP2X5nQrqxTzyvS8oTVs5tonTGZ1RwcHnOqCKyfPo9oPP1hn+H6Kv3BECUUaZbTXx2A6CigMVaUVUvbBvLcMpucUNYlIla0VcTXR+xPFkwXU1oMo/6AtpmTKoFcfn+znR0KqTnVf5haGarKsSE9+cUNFJDlBdZFrLeMZxOEF12IRgpUopd1G10I0kuwTY3W4InkRYpOE8rFDLfsQBWEp7KOurawmJIXXSGfVJLaOhCCtiwxWlIMC1rrcK7F1V2hWwywWPwO0JbRAnJdoDSEaFkJe8S9iqALKiNpdeTFX3mOdraH8DNMCCR2wcUBiJUe6WDEcNMgwpjNoaWyklkdKbLA4ug2fvslRPYQW5cvEN7zfuovzpk5yTqa9bUNnFaMfZ9Tw4JK97lypaHe2WdzLac4vUarBM0bTbeFdw0ExUMPb7H1+AXeOAr0hgNy60hFQtrXrA56VNOWx/pzVkJJfbDg3OwY2S9x1RDhLcKB1J5oHak2gCJISWsjwnfxDG8bEiXx0RKipK4D83lFU52QZJLoLD50ut6HB8doIXGpp2xKmpNAqmqizFiXFVsbq7w8N+wc75HMc2IIJHjWRyl7k5LxeM588faSv/8huLvxuFOiv31rSdcDqQRn1tc4t7mOkYK2WpCYBBccSimSJKVZVKgY6KXp3V1Mp2Vu8DHStpYzZ84sCz7EMlG7pDre4Ty+lUVdPibwzrO9vc1HfuJf8Uuf+DcsZpOuC1IiuoYMRhODx9clNnba6lpA42zXkk2CTlQnsZskoLocgNaKIDWXHn6CP/En/xi3X/4Su9eu4BuLFkvKZHCMjw+wtuFob5df/tjH2dvbwwE2eCrb4ogIbToFSgRaSpKi6OijBLI8JY2aYZaTa01T1WipsK27G3a6L6L390AKMDJBSjrJ3TiFqSXKhMnuIc28Zuf1W/h2Ti/WDAAZGtLMofoZMs1IBhqlWvqZ43gS8EGhRKSZn+BPbiPNBqP1VcKZc/QKTR0kfaHo9/p4pahixjBPcM6zt+9wkxn9niEZ9vBCYPct5aLk+vVXmc0bHnvsElvnNjgpoUpvk2qHRmJMIE8Nrg2cSRsyXy/zcRWisPg2u9vhSumADR4tJIOVFS48dJHZ8THV5Kj7okNEEwne0dRzqqZlOp1z8+p1xuMxrrW4pZzzdFZ2bk7SFfP5qsuVhKDoS0e/l7PjAlVTwrSmsQ4ZPXmqmNmWsmxomt8B8gNaKzZ6I46qSddYJuvi3SpUOJFQtTPiIpL6hn4msKXH5AWyl2Jd5GA8Z+r2ybIMLTSFOqI+EGz7Ifvbt8iY0uJgdcjD6XkWh2fZu73HeHrC+qlNJpXjYPdVbqUDFqWluvUC0s3YaTaIJxmitaRao4RDKo9zDV+4XlHe3qW+doNUaVYHa1xaXyXJemyd3sT6mn4xoN2+1ZWGuxqlHWmikCKhtB4hugIVhUQYTWMrtIhEGTk5PiFLFKQJ1aJBS8XhyQyFYDIZU4wKTp9e4Y0bO2gUvqwQaWQ6d7TzBVUoyVJJfzCkTiI7Jxbb1mjvSaoxVkrm1mKSEa5uwVcocX9ZFfeKEd6JvQsBhMD+zg6JVAjvcK4hz/Ouf2bb0NQ1IQTmZU0bYdDvQivvfvxxRPBoLZEEoosI2YV8PIL+aNh59cuGFdxTYRqWJfkdSzASnedgd49f+Ogv8K8/8hEODw5JlzRLgse2DeurK/SKvOuE03ZbfSkFiVY4Y0iKAp0YyvkCrEMowWQ+IRGCVKd827d+kL/9d/7vXLi4xf/0d3+Qvetv0LZNJ2kcHFopDndu84//4T/ks5/9LNtXr6KcI1WSEEPXBATFfDbBOc/pzU1wDiU7Q++87+rDRJdTwTuUEDTeE5YaOHe/+/sIKQX9NGfRlt1yaUCJBuUb6vII72f4xqOCZZhpgu0Kt7xQWCSL8QxZOfK8QETBZhJRzYKD44T5eIyJFU4EKDLW5QqDQYGUgbJa0B/2qaxntrfHWKe01mNPtpG+xrs+Ya6pZzNuvfkGt25cpWkakt46N49b3jgZY/f3yY1hOFplJc+QUjHo9wjR0e/1sdNJJ4MgPT66rueqNCyaBikFRmu2Tm3xLd/2+0hzw8vPfJ5mBrPpnFRJpBI4G5gejfnspz7D0f4Bh/t7ZKlhZaVgfDTuFEitxYaWxcyRCIGLLd4I0jTDqsC0SgjeokNAtwtspGPKiYxgPT40yK+wI3tHGPckTRmcvUi1exXaitCUyKzHyvoQHwPHRyeoqDBG0rYWpTxKdpnktbUCfXgMZYmxGQTFxsNbtNEzu/Zp8skhRU9TTecwt2Snz/LQE9/K5TPXef7FV7n2+jUa7wjTXeoQQEZSH1BaYtoT2tIihCTNUpK06CoUbYV/7XOMtOacCQwurLO+2WNl7RSKiAoaLzJ8iAQ/RwRHnmYIk9DaSGIMPWVBR1rrMA5isBgpwAmENvQGLYt5jVtUpCLQRslmT6ISQ9tK0rZmsjfGTmqatqS/MqBua0ZZxGd9FuOuucO4LNk7mjNQE1qtCNayupki+zlvXj1kejxBmgQrIul9LlOHt7RY7hYNAW1dUU6nyKV6opCS6FpC1F25vNZkaYYNYBtLiF0h0NbGKr5tu9ZoSKLoakd98FS1Je/1llqKkSjFXW/9jgx7XMrhHh8e8rGf+zl+7qc/wuToGBFiV8YfXBfHF5Ek0fTyhHoxw1pLCIEkMWjdtbpTSnMyX3BwfMgwz+mbFG89aWLYHA4oFy39tTUuXDiH1pJ+3uPkZEyiE7TqDJ7Uimo+46d/9EfRWlIYhY8R6zwQSJVEEOhlGUmSYZSG6FGy07UxUlPZhrquSIVAmZTZbErtu9oBpTTcDYXdPyhjSEer2Ikneku0LTLJSDNDIgLG14gQuni2tcsCZYWSgqKfQahxdoaSlujh1KlVrFTMj94kredoLbBVQ6wdIh9w+txlBkVke3uPw/0jfAiEesIidou7Dt1CaGdHXL9+jZvXbxB9F6vOkgRsQ9y7RiEgV4GVzQF5rkizXpefEgZk1hWIxZam6doYJolGINFSkKeGLDPUtSXLUga9jCgimUrw1pNkBt962qpBS6gXc+r5FG00earQwbEYl7iyJfiWJEvxTWC1bxDK0JaWGCNl2zKzDYqSJgYMgtGoqzCeLizeeYw2ODqn+O3wjjDuNkjm0xYVI1JoQgMq7xGyVZLQsLmuKF3AlQ45PyHGFplqRoMNTJrjhgI/naBMQCtJZSWNX7CSBy6cf4Rv/sATOJmR9QpCv8CdO89h0Se9dczs6qsI0WAAERRKQtEvyIsebRSkoSttT5Vg0B+gg+L0QHP67Br94QCpNDpqpAzUPkCQtDSdgFUQSKkxUnbJrWAwKhJd6KoxW4FrA8oknEznJDgGRUJlLYlOQUdidFinmVclqxsjFralyBI21gbsj0uUcOQjjUwFse1STK2VBCy6r5mVJVoGdE8yrUqMgKMJLGae2tfImNASETJi7f328bgrFna3eCjAdHxCOZ/jl8VJSnU7GCllJxaX5ygl6eVZdxKrZZu74NAKlFoKxsSAtYGmbZkvusTrHXmDsEyqSrEM0QTPeHzCL/3iL/KvfuInON7dwwiBWZbPhtBpdSg6I58nhvlkjBRdcuzO8VnbSSQcHJ9wZfeA1lseOXeGjf4AoyXRCFzbnU+2nGFkxGjJymgFbRKE0lTOQ+h0clzT0jcG5y3WWarGE12gl2oSKVBCIvOcICSR0EkYaI1Wira1aKlI0pSAYNE0uBDQSacEGkXHurjfxt0HQVO5ZdJXEh3IJKGNCpD08oLWe6IH1dSAR6bQ662gkwTfg3q+QOuI1GA9uNDSSyNrqxucP38aLzRRK2ohGGxs4rXGHC9ojvcA30kiR4lccvkPDw54482r1OWso8UaRZqmCC8Y5ILVlZw0TbrOVlEiZaTxAYXE0h2rFJK6tczKCiEiSg3opQYFOCOwrQfX9aWtG4tRkSLTxBjRKsHLdhmqkjRNw9qwR+VajIKslzObNygCWaFAS5w3KClpfeeCmEx3DcNFxCSaqrEQJZNZw8wHvAjI0CVthYiEr1DF9I4w7kYELq9rdhggfENTOUJ0tM2CVni0GpLEmsZu04YZHksaBphsQCsMjW2QQiKdorHgxycIOUd6Qzj9BNm73oeQir6ITBZweGLZfvk6TesAj4gtvXxAMRxQli1ISUuGDpFhv4fUkQunRpxeO0WepfSKHO8jvlUo1xKVx3vZJcaExAhNdJ4oxV2FQRc77RRtFK3tqg6ts0xm8y5eZz0ykRxMFygkeTYkSQt8qrFVSU9l3Nw9xkbLcDDg1Wv7JIknIKhqSTM+QStJJhJW13J2mzn1vCQXFlMMOJnW+NCiVMq4rvGtR6lAS4uvuqbTIbw9b/a3gi/vE9H9cXR4iGuWglFJShCdQVZLvRhtFImWLMo5Mnb9VgUBJRQxdmEx1VXpEIG2bch6BVlRvEV/DEsWe/DMZ1M+92uf4kM//EPs3riBUYpekmDbpqsEdRZjFFoocqMQXpAuY+3W+45rbgx1U+O8p5/08Uis0Pye3/etPHH+LNsvvUi0Da0PiChQPhLqOUQHQrN56hQhwHg27QgEiSJZfjcqgjaKKAPHB8dIFIN8hVQJsK6TPRCyU11UCuv9suS3k2VQUlG2nYecFjlZv4+1jnZRoqS872EZLQLrPcmEDBFcR9uNnnI2p2pblMwx0lK3Y2JsQHhk6GGSlCANra2WMWrRNZcuF11xGhCGp0jOnCPe2c01iqoRlAdHOBcgBIRwJKYTlbt18zZvvPEGVe3REVaKATE6Vgc5/aJHmhjypOO+RyfQMRBFwPvu5JRaEbwn+u76E0IQEJw6fYpB3qOeTrC+6VofhkBdNRAcvi1RqcERadsKMAghEWlGdI5EasaTBR6HSROu7xxiFGih8C7SLkricvHu9Qwz39LWDRqHTFKquhPPswLqtqtJyRLTicO1XTMb4ttXHr8zjHtRcP73fRfzzz5LOz0hqAVKS2y7QLQN8/qEKBzWLvBEiBmzIIjTmjRassQzbVNsVaLrCtycVGRdXPmVG5zEDd73xGm+7amcxkXObCZcf+6IMKtIkxSpBaOtM/RW1qluTyiPb5FYx6WtIY88eo7UFGTFEMSy9L2WIB1CBpyNRK3wsRNGEkTSJCEKQRk93nfMCtqIFppyWnb65FYQdMBVNXkiSPIcEQXRWdLMUNkGZyOTxZRERxKjWF3N2Z/ASRmI0RKNpigSbD1D96H0nkbC4e0Zru6EhxZNhXAB5zzBBdoQCNIjgiRLFS6Ad/WyHdv950THpQfdiXN1TJXD3dsEZ0m0Js2zTtwqdtyVREAhFLZpGKQJPW2wMWJpaOqm03T3AWTnfcllyX/azzFpelfHXMRIU5d8/tc+zY/98I9w89pViJ5BmhCcoylLIt2uQUpJkabI4EikIsQu0apNJ0dro8dVFbVtUaKrss2ThD/1p/80P/A3f4BPfezn+YkvfRFtutBDjAIfHK4qqas51rd3m1r7GEmylBAdIUYOjo/JpGTz1CptW7O60kfRLSzORoxSgKAOASUVIYSO309XcZwoTfR2KQML/V6PRVlSliVGKFBL+YX7CGUSVh9+nObaTXxdEqVFSjg6OCFW866aUwvAdWUDGNooKOuuA1WRCiqR07Yt1DWNq0hkQisF7e4xC9/n3NaA02uCNDWsriTMjueEpu3Ev6JnuijZ3t5h+9Y+7WJMpjXrg5SN9RylE9I0J0RJohTCd19DkOBdQCQKF7vEvrO2UwKVonMyROTCxfN84APfxMH2bV67fQMRPS5AkBHXNGgR0DIQnevi4lqxaCxCKJqyJFFdYZmREKNkVjlSo9CZQttItDVZBnWIOBGoxw3etiAC1reI0HUHiz7SeEskkpiEGAOtc0TnO3mNr7BsvyOMuwuSN28uoLGoIBEywScDBqknloHF/Ji2nBBCwKGxoSWZnzBzFQzXGWYrJO0J1XQHZx3Sp+jegEFvgBu/yfjFGc3572FlcJbSBk5KTRCafuEYnj7Dybgm729w8eJDFOEmcRgY9BMunb+MSHpokeGqGZEFyiQE7XGA0qKTaBUKayMxemSmsN6iYiS0XZFFr5cyW8xZ2K4kOjrPvK4gwmjU43i8oMDS7yUUKqesLWVtaWzDYlYx9x6TJxS9FGUkYl6B1vjaUUfBrHUI11K1kqP6EC0UUdhuy1sHtLa42PUTE9GRaUPVWpomLDe4Hi013t1nH29pU4KIaLr4oCdwsrNNoiAtUowCESUiRgKWVEraWUstHVIFcAGlDVobdCJYLEpIDcp0uutadJWqOsvRSSeoVLctLzz3Rf7lhz7Eq88+h2xb+nm23H57WmtBSBLTCXTZuib6gAgtNsLCBrQILBYLjmYVTbQ8urmJl6CXBTOJiGxtrLE+WqU/HFAYRxW7rbuWovPs65Yf+5Ef5pnnnuXqK6+SZ4bMpcxnC7ZGOc5179dPu7htX6f0pCf4gJaKNoJWhoxOV6fpcqYk0qATg5SSxaIikQqZpDjrcGWFsg1pjF1RlhRf0cP7ahGi5OCkITqPjKqrnNQJInjyRFOFmtBUEANxWWGp20B5tIfJc/I0R9UVbT0H7xFe4ZUjy3NYHFK5Gr/2JHmSE6KicoaIQitLVTe88PwrOGfZXFvl7LBHyDxZqlgZrYHOMCpBeEt0LWCIMmCjwiNQupO1KGuHd5bRoMCG0CW5fUThWRv1SNOu2lnrgLWeqmkRdKJps9LyysuvMp+PmY27ilfvPHU9R4bAwjsaBIMiQ0lIrV9WMXu8EJQhIn3AWUFjSxCysx0KCBIlxJIuK9CCLhzoWkTs1FMjESETgn/7RfsdYdyDbVlxC8q1Hvu7M5p2QXXU0uQSv5gRF4EYAl60xNCVnEsfiT7Q2h6iCGxsrtIbasZHh7i6Ik0S9OoGKQHrat54c5fPPLzJxkihVGRtbY1SWJJ+zoV+S9k4Vk3O1uMXIZ7pCgp8QqgrWneE1hBF0qnsyUAQClvarj2akQTdHc9iOsOWDb0iZTKZE4Jl3l8lSSWLao5oGtZGOVoHjEhI+zk2Rpz1VA5S05WbG9kgeym1C4z3DklDi0LgvKNsWtJcIJVkMZ4SW9u1LguCEFscAt+2mNgVQ1vbec9eBvAgbECEOw2UIwZBGu6kO+8v7vA17sTeg7UcHh2RZBkQiSEQvEMCSkSclHzhxlV2psd89ze/l6HR1LYlRMjSjKppWFQVUnWyuzFEjDEM+jnCt7z+/Ot8+Ic/xDOf/QzeWVIlMUbhvCXQCVglxiAIpApyFVHK42Lsqjz9sj1dKtne32PiYGV9BRM6wy4FoBU+0bSu4yPnWYH1EaTEKIHwFoWkLUs+9L/8c1RisGXFytqQzMHsZEKi+hgiW2sryxZ0Di0kQXSMCyW7mHsIywRxDCgpyXsF0Qd8CDRNw3yxIMuyZYxYELwnT1KEkFgfETHe91kN3lGElraXMp82ON9QzxqOjsbUtSW23fH62MWMZYggI/uzKXZuePziQwxXBiStYjGfI3xAaE1Ic1KjCN5ycDBFDzI2NxUKj2tqXn7pCovpGOkCwgv6JmX11AqBPlIoZNRE24JfYHS3swkxoJXAx0hTObJUM68rKh9JtKCtG3zTIhNDG7v8zcm0JkSJC46qrMmLjL7sQmDaJNQucOX111BJgqLbxaXW44xCoSknNcZohO+ua+c8ynRCeNW8QSzrMvCCGN1dfSNBJ8Ndt562tUitIHRGWviAWB6DQGCC+I16wd/FO8K4Q2TSCm7vNdjxMbUriU3LomxQsSFL+uC77kq50NTBQUhIgkE1lipWrJ06S172MaZH207pD1cRMqXxLWu5obr2Ep/8mcCT732E/VnJxCpGac7AKC5srWGbmtQ3JFnHnW2tQ9QN2nQiTY0NSCUxBOo2QghkUmPbtutwpA2L2iOipChM15dx1OP45ITx7evkgxG9IscUGb5xDAc9TFpQ25bBoAAbGS8W3Dqak2pNplNm04aybTGFJEsTpouSwcAwny2YHjcUeUawEd94miUrSitBGy0xNlivUUpivcUvKYi50ZgYSESCVCmZVkQjsEJSt/e/2aa48092ic1mMWc8mXLj5jYXz50mMfIuk6aTboMb4ymL1kKQFInBRUddO4IOjFZGNCcnLJqGXpYjgF7Rx1vLP/h//A985tOfRraWPAowmhA6/R0pBRJFXEoxqBDJZMTVC6L3FIMVmvmEtrU4B0Wvh0pT/sx//Gf4/d/9HXz47/09xPJq8j7gA1SthRgp8gylM0IAo7vtswiRTBuc99y4eYuV/oC6abum0kWOXMryaqNQy0s7BN9p7ERB6x1eRJLEkCUpvm46to91tG2LjwHnI0maEgV470i0IZWdVKygk03mTjL/PqNyMJ45QlXifIut5sxOdiinR6z0VhBSELxCIwnR4YOmagJRONrg2BitoWuDEAaiJSn6NG3nvPQSgz3a4VoTsI3h1Wuf4+qLL1LYGb1Esbrex7cNCXapPdRVqQZXdzIESi4XXkWiNU3bElyXPA3B40LgoYcfZX11jTeffYYskSgZMCahbRpmx4fUs5KeSSjSjOACvTzvkp/W0S8yEhvYPxnjfKBfZCghCRaCcJhEkCSG1lqyTLJoG/zcYozB2YB3Di/EUvTOYaNHBIcPHX3XRwdaLus4wAiFUAlCdK0AHbHLw3yF/gvvDOMuBCIu6Pl9jhZzXDUFPEZpeivrJL1V3MmYpJ12yTRjEFIiVIMPUC/6RN1n4+IGZ6xl73BMSPr41lPe3GGe9tjsRcTkGq8+H3DzMWc54uKZgkSl5LkmXTmFq8DXDW1dYT3oLKG1jiLJMDricVg6bW6Uomkjyhiq+YzobLclKxfYrIuf61wzOr1KfyUnVSlJBsb0EMsWbm10mEzim8j+4Rg8tGWFbRvEYEj0DhVaFt5ioqQYSlrrSYWA6MFavGtBRDIVkVLgvSCGDKfEXaaEjgoZoZ9o+kODSxLGk4AUkdI7rIeA6GQX7v/ULqMzAiECJwd7jMcTjo/HPPrQeZS4I27V9Vr1XvDo40/zx//IH2HvC59GxxajJSJLGQ4GLNqWXr/PfFFS284z2j854eT6DaQx9HTCSpHT1A1RgSN07AmpcK6jXWoBWZYiiLQI5i5wsLPLqV6GJpIrRXSWJEn4Q3/we3jy8Uf5oeCRKhB9xDcNMkJTLvj8pz/Nxz7yr2ibjkYZhejio8KDaxEhkChFr1d0C4d19LOUZKn2R/Rdw46l/Y2xM83SGLSWGK0giqXkhMPSGa3WeqrW0vpAmpgusaoV0QWsdfgQqNqGQmVfLmV8XyYVJC1pmFE2DaEtqaYntFVNxJCPVrrqSkrCkl7qomC02ufShcs0swqhUobrOaPRCnXjaIUhNpbF/iGNk/R0oD65zUtfmhNszaqoOLOeQ5SYRKLyAdEKcI7QtoQo0KajqUqhOxlpb6lLS5F2Uthd2FHgnWNjNGK1X/DiYopLuibiCkExKOgNM5pqwuHBDbJe3iV6YxeT16miqR2Lquy86RioplOSJEETAE8bAzFY0kziQ0QDEt8F/elo1losC/ii7CrVl+qoIQSC6yQ6ikST5QqVppSLLmndekftPErJ3xlhGWLk6HCKqzyRBi0FkpRe0Qc1JHiNSQ3BF90WR0ek8SA00UpM65nNapLTF3j4kXVuv/Aq1XRBWdXMqjnt/m3E2XNsrKT0Tt7g7OmMYb5KkQ+QMiICVOMW6xZI2SK0IiK73pQu0oiWKDXCOZJU0TSq0xdJPLNpxNkF/VFOKgYkKlDWczKd0cxr6tCj3xuSGolSAZMa2ipSVhU2QlBd1FtFWDRTUJJ80Ef3DMZGhjHH244b61xC0U9JkiHlPKCLnCAWxLYhCkXdSrQBUXXx2oAFusIrbRKS0Yj01BZtLZgc70MzJviWu+RBf/+NOxHEkpctI0wOD/HeMxwN0EKgWcYQuzJSFnXN40+/i+/6/d/Nz7z0HMI1CNElsuYI2kjnqSE4Pjpmb/+4Wzy0JE2TrrjJe0yqaUOLICJjuKv5niSmi8V6S5SKo2nJlZ0DhnnGmUGPPJVULuKdQ4SlqpjodkRaa2z0zKuaxgbefO1l/ubf+C8QruZ0r0eWKGyMNL67wIPslPxWRgNa16KI5CZB2Abv73SB6nrDNrZFa9UlmJchFSk7OcuO+tbtfKRULNqWk9mcRWMJQpJYRz8zJN53BVatx8auJ62/Qwu9z5M6n9cEG4l0RVWhcaQmQ6gMosIYBSEhhoBUkeAtKyvrbG2dY3f2Jk1liYN1VleLrqq1alg0LVXbUh4ecpLk9IqctNljYy2nl+YUaQ9kZwBt6YihRcvQSXTQNUbBeyywaD3T+bzjp6uUGBxaeZrS4tsGk0iyPKefJzhfo6SiKhegE4SpefaZLyKFZZAWEAS2bnERnOgqTEWk6wHrwSSaJDM426KFJjhFjA7nNVIL8l6GtwKRpsR5jfA1UnbMPmkUxnW7q9bbTmYjBITqwlRyuIKPmnoxxzZT7J2qdBWQ8XeA5y6UJGmOqedTVDCIRJKqlHR1kyAjGkHRW2cRJ8TgQVlkYoghIqOnv5Ly0Nk+u7tHvLGA6niOrGqYHyGbY5JQMmpTLmSrjNb73TZaGEyaIrwjtg2EGcp4vNM0jQANOkS0FstmyS3BOawLJDKgQ4UgZ20oacqE+aSmGGX0BkP6qz0Cml4T0SqAEMssf8P0eNF5HzJgpGBeOhrXILOMtlrQ2IrFrCGraopComROv+jjvSNGzWImyVMDIkU4QX+YQNigmluCaLFBomREKkflA9YKYpCoqHAzz0LbrmKwbTsZ1NDp1CMjQX4tPPeOe++Xmr8nB3u4pmZQ5IjgCa5BLUXSolQsygVPXDzDuDpi4eak1iLo2tN52yUgb+/us71zgFIpUXRFJkpJhA8d3W5pzuazGcNer2ONSInQButt11gjOIIwVM6zfu4Cf+X7/hy/9jM/TrANmTbUznVcaiLO2055MAocCpUZqsUxi/09VvOUNNW42OnIC9X5acdHBzSt6xhQvlMKTNOU4NouFCYFzi+NOyC1YTDsU9c13ndMmhBVV8ruHCpKtElovadsW6Z1i0y7862tSloXsT6gYsQkBowhMyneWrD3V8pZCIl2C+qmQkYJShN9RKY5qQhIGTF5hgrQxADSE2pHMSywoURlsDo0nIznHC0C7awktpbF+IDx4S44x4oKrCc9ikFCniYkOu3aE+KxZYXEIzSEqHBBggwkPi6dlK49o85yHn70UY5uXEP4Gq0zTB6wTtNWFkaeLM2ROsFHiYoS21a4uqLIUqQQlGWLkZ2OjBSCxbTBupaoJC4KWtfiWkHbOnqZIIoEY9JlzkFiraCXLyvSXSBNJYIetvEgLTFItIr4YKm9Y94EhNQkSc6iBTv3XXN1axFLXr5OO0pw/J0QlnGtp0wz1FpBMgs0paSVmmA1OnSC9lmekY82iUbh2wbd19SzAAlYDLfrnHRg2BpFvuWRh9gc5rx25QYvfaElT+CRCxfpD0agNUqpLsnTNoR6gY+BOnh8A2mqSWXn8cagccIQBYSmoWpLVtdHaCWgTQjO4oTByoxFU8FkhkoMvSxFGY/JDXmR0MwD1ndaH15GsrTrYj+vKsRCkKZ9DJ6yyHCupZnPaVvN6tqIJEshZiyOJyQmIV8pqJqWNBmi0FgbyLTkkBmzoynlPGArSxUd3sdOuEd3hVOyLbFHt/FIhKvxIhDouswIGfgK2v+/Jbyl7QLOWQ53d2nqko1Rv5MSkKIT5PIei0QKQS9Ybr7wHMo1ONvlC7ogRkdds60lREGiNda2GKEZ9nKstzR1SVDdaW1UV2+A0dgYOZqO0d5zelDQzwpsiBgteOx97+b3/+E/xMd+/F8wUiBiVyyUZxmvvPgCn/joz3SaIEKwsC2tCAx7BdPGMZ/N0MMeB7MZjFIsXczeLhXJ8iQjCYFJOYfYFTRpJUEoTFZ0tEbrCNYxncy6zk1CoBEE57rG3F0DV5QQ2BCYNw1rZ87xn3//X+c973s/N65c4Z/+w39AeXzYUSe95eLDl7Eobt243tHs7iO8D1idIHspqom4SrGoHVUbKYyhLh3RJKTFAJTEOUeataQYFtMZIUZOGoVMFKMMLm2ukyaaK9cFol2QJ5r10Qq9oiBJ0zvlxXhbdwtVdNgQEE4ijcK6Gokn6gSl9bKHrmMwGnHp8nkO///U/XnMbVl63of91rinc8433bGmrupmjxzEpiVTjiVFshJIjh0IcCIZgoNIiQQhg51ACZAYAQInQYzISGzASADZQhDHYyJbThzLGgzZlkQpIimy2SS7m+yhuuZbd/jGM+xhzfljnaYIJSmK4hXQ3MBFVX31Vd3vnnfvtdd63+f5PR+/gxWakiJFgjANzy8vefLRBywu0GDIJYAx9JuOeUo4t2CsxHnPum8QRrP4OtjXuqGRgpQiMdWXZ5ESY3uUsbRDx3IYsUKjG01Ikb5vkChiLGgJh+wYfcbPle455cTkE3YY+OIP/TAX5/dZpj3f/OVv4pxD50QShdX6lFIy47RHlt8EUkgpCiFm0OeUzuDnO7xz5HjDWirUpkOqxB5Dc/oId5gYJ0cuDqNhOzr8B+9xfvGAZ3bDZx6/yac+3dE+fgUjV7jrZwityKIO1ECQYyJFV4mApWBQFAIxOrRWFBoOLiDKQm8EtlEI0XB3tSOKxEnb0vcdi/dMd3vOe0OOBzQd0eWKhiuaKXlaUYdmKUaEqbvFy+c7Sgo0snC926FyxiRBcKCaFoxgmR3KrmgbxeMHpxQMqTEUoVDCsL1zxJQYRWY3R6bJsZ3uKOl7ln1BjKWGSYsqsSIn3OIR2VNkptEQfb1Rs375+AFKXZRLEbhpZHt7g6JUQqKsu+GSqxoKo3h4fs7bP/nTrBrBiZLs8hElkCtmwPtAAYbVQE6lys1yRsSApKbcfG8X1rctJVTn6fvPnvPxdsub9x9QRN1lp1A1y501FFnNKyhBzBFtNCtl+fP/wb+PtYI+Re7uRtzsWG82nA9rrnbXNCUzzQtF9uzmhSQkxCpfSyHi48LmZEPIkWHoKtY2xLpr15rsIyFGtNKQYu2jinLUrYtqfhMgssA0BhcmTNvxP/qT/1P+6/+N/yZSSr74uS+gc+Jf/VP/OyQZJSS31zfc7A5M40gjX+5bW4hjuIroyVri0i37cWSaRzpRmU9SFpYCql2TQ0Qsnuvn1zRW0EjL/uaadrVmKxouHl9weq541TTkbAn7bVW7SFXzX4WgxKpoqvx/hcrVQ7E9bFliZN31OEqdU4mM1YLONkyj42534LS1WKOrvt07rj58F0nEKs1+XKAUbF/DFENKGMD7ALphDIHl4CrSQMBhntG50GrNvihs26Ka+rMqoZBGsVn3xAhYDV6ihGKeIzEmohSMrhIhFzchRT1pKCX40g9+iTfe+hRSWM7vnQGCr/7MV5ClKttyXJgWT/AOqX4TOFSlMjxcnaIYmZaETw53uSX6O2J3ii8dSRrM3cxOzJA045KJjUGFjA4zye1o4xl9Sbw4CL79ceT6nVuKMLSrNV3fVxRsnln2u6pMkIqcQRuLbAtWKcZpJuuW7GasyvgomYWmzJnN6QnImZhHVNNzSBKjBfZkA1IwtGtKqI5UacD7iZwExWrkqkFmBSUxTjMppjpAbC3aFFTMBClwboZlYrVZoYtg2Y3oocWcrmjbgee7LZMPuCXhfWFZJg7jzDgtHJwnBE3CUyiYVIhHNnonNTIZYhbINJOEQEiFsQ1FZXAKbf4BBDvkTJSyIkqv7wjTlsfna1ZaYEUhJ8E0TSzTjgcPH5GpsrSSHIdY8MEjVFUOkKgPRKynjJNGU0ogCEkoAiEUVteXH7ngykwjJH3JxAg//tt/J198dI/3fvmr3HkDsydHhZCGnAPnWhGSR1mJFoZ1TNg24X0m5My9bsP71x+xebwilUKnFUJoUi40OhCP+a2NMogQsFqhtCImh5WFtVG0XYsTDukznW3wouDnhXFZuNyNhJzp2pZ1axmsRuWEEYKsCnMKSG157fFDftfv/b312UmFKBI/+A//Nky/YT5ck1Nkvr1l8QGfAlK93Je2EIq17UB4fLBM20LyC61wSAwJi0NTdiOHGOnagbgkspXkkPClAvJU02JJ7Bfw15HnH48IIauqzGpKEagSCc5DyWRZP2tpBNooTIbrQ+bi4aucNIrD3RUu19775AUn3YCxhrXVoDQOiVGSrhMgClJacoIexTiPKJFJS0DlhGzNUWETWRZHTqWqmqSk0QJVIIlESR4otN1QFULOo2RL2zRkK7geJ7bTgvcZikAUTwoJ5z0xJXJWBAJJCLp24OErr1KKwFAT1k7PH6CkJMYqeog5UYSoGzz1ycv398fiLqE9OcdyRjET7VVkEjtYAmO4ASS59UQBJhgevbJCSsPTyzu2o+PHfvyH+W1ffJ2f/MUrhhC4fPdj8gcRvXuOkKmyNkIkugWRE0JWBo1UlsXPuOCIs6dRgr5VuDjRDh0pClJeKG6iuMThesFPke3hjizvUEKwWbXodkUqkFKDFolpPxKAoVV0QwcWxv2BJCQxlhqPpyVC9NzebmkFBFFZ4f2g8EkhVSWdPDwb2JydgG5wRZFKi1CFcZ5ZFs9hPrA7LOzGfETkRlKOpGQoNUUApRSBjC4LUil2rqJJDYmYDTEWEg0hvlyee6Ece8d1oHf57ClSFIyuhg6fYg0kAJp2qHTHVLXoOQYytX8ccybEmihfSianhJYKIQUpSZSqjk5yRf9e7w5stOa1V04wVqFLxmj40pc+z0lK4GumqSBiG4nfX/OX/8M/h24NKRaIkV0YyUVw0hsu55HZRzbtinv37xFSJCwBSf0ZjKoM+RhLHepKQQlVpSOpLSVpLM4FkhjRR9epkpKUEqHAdvHcTguy6SgJ/GHGqYXz9VDNLyVTpMZozfnpGV3X1s82FbLIrE9OuHj4kKe7F2hVT2lWFZZpQemXvXMH0/YI2VNUII4fI0U15izzWHEK2iFKRgvJyUbTDw27Q911vvnWK7z5+ILvfnTAxsju8g6ZqwxayppBm1NF56aUENWXjvMBSqTXlhwyRQhaqzjd9PRGM223iBwoySNTYbq94Ttfd+z3C7FMx3mERui2tlYF5JxQRRBi1bhrpRFa4L1HCEWIiZAy1mikMBz2B6yALCUlRbrWkBZPyhGtLJu+Yb1ZEY5Rfi5JfCpMoSY1BT8SfaQURcoRIeLRf6HRbe3/F6GIpaIWbKuQbYfbLRhZoNRc3pSpGIpPuL4vFvciFMKecHAzYx7JBpIOKJNo9ZqmXWM6Sb/qkU5QzBmv/8BjPv+5kZ/9ue8wtZ/BfP6H6T/4KifF0W+f0rQR2UgaO2ClYJz2lBTQUuKCRsmMzA4VC1Jr7EpV56LWlGXicLjFrhpM0+JmGNaaftDEC1jdKe6uLunXHd3JGu8l9Zyd6QaNVStKFghriHPidg44PzP0LTprVrpjdo7d3RXaQtF1aLTIwjq2hAgXpxtMv0LmqtvNjeLwfGSZFg4ucLsdWZY9XhTu5shhnDi/uGAedyzBkX2ppiWlkDGQjcIthW41gKqIXG3XdGenqGPLYVle/u1wFHghM1w9f4aWEtnVVgphgVwHpkUbQgakoghYrdfEaWJZHEUIlKrExBQjjbWMhwO26/BFoguokhElEWLienfg8VtvoV1CmMyUPVnAMAyI3ZZWGcSyoAfDEiLP3/1l5o/eR8hAKmCKAi24ubvjwXAfIQpSFVx0CC1ZgscoicoVuxtiRCpNaxv6rsWHha63dE1LcIGUEmQIUGmHKVUfQ4HFO3wR7JbAcP6Af+aP/jG++LnP8lf+wp/nF/7WXycXQdN2xBTxqc4Cri+fcXd3w/n9R6QjbkEqzVuf+Qwff/fraC2PYgNolKH8GpK5X/clJEV3uBQIuc6iUBnbSIxoMKZBqoJpWoiSJAfO7694hOfJkyuCfYi4/wh99SE9Cb1sCXnBNgKKxijF4l1FGAMpCVLOLMvMpl+hs0QZhYuepDRKatxhQuaAUZIsDMoKZFnwS2Rz0jFu97StQXQt4xRpjSWK+jPrrFBG1Wc/lppDHB2tMRg0vakEyPGwR2swtqkuUg+t1kQLvW2Q2pATpJzIUjDP1auTsLzx1qcZhob3P3ifD959nxJre88tE8GPlFQ4HEbG2dN2EqSkhIK2LavTM8bDDmFamr6n+IjLGRd/g1JIIcT/BfgngRellB86fu0c+LPAm8B7wB8qpdyKqmf7V4H/GjABf7SU8nO/1u8RYyRcXWF1AB1pL07w2wHXRE5Pzzk77cnaMpyvMSmDaXnl06/xe37rq/zoj3yGn/jJj/kv/uxXeOsssrEzqpSjbKwHNLPf4w67esO3VU6l2obsM4UFf9hSJAyrE1IRmEYzdJpp9MR5xlqJFYnt7czsRs7PTjh98Ih5nNhdbVmt18giGO/25GC4d++0OkCDJ0tJowSNXZFKhkZxWDxT8DRrS9MYYpTcjY7oPa8/PoX7DavTnkJLzB4nBXGK2M5y9dEth+2WOM6MYWZOmmX0RL9wff0xFE2O39NEgzYapXUdnKpAcBmE4Wd+4T/jw6fv0nUb/qk//L8k8z7JHwA+K4T4zsuoK9T0+YKgJMfd9fNj+lLdtZYskFlQciILqgzOLUhRdcApeErJSKnrTE3kyjkvdVfsQuR2dPRacDE0GK3ZucjFw0f8zt//T/CNv/Tn8SVzKIlYJFa35HiJkIK2axCqsFKamAplHpl1YDkU1m2HsooM5BBqGo5pquno2CJSAhol0EohEfTa0FiD0YLOVm6Kd44QCz4mcoEY8/FIX4g546aJXCKxFITW/PH/3n+fP/TP/BGMkrzy6DH/i6/+LEoVhJTkkI9S+Mxhu+Xm8pLTew+RHOFsUvL5L36Rv/GX/yO+8f7H3BwmtFJ84dXH3wvKVkKIv/IyntmUEulwQKuEEIFGU9G3JjJ0K/rGkoXAdBZZJEVLhrMNX3jzjE+9dp9vfeeKb/7s+9wbCp2qlM2QPFIYSpEswXHY79DAqu+r81YpGrnm8Wuv8+Ldt/GqkighY61FFc8hgcipBq1IyTJ75mVLu2pQXZVRl9EhBeiUWYKjZEW3blG5OpOLkDRGYEwHpRI4Y87EFOnXLVIIYigclkAIgdNNR86aoW8QKAqZORWSz0ijOLjEpz/9ad5441O47Ciy4b23P6DkxDRuq+ghC2JMuDAzHQ5Y2+KzAFnDuE/OLrh69oQoLXOwJNuB9Ah+40lM/1fg/wT8W7/qa/888J+XUv6UEOKfP/7z/xz4x4HPHn/9OPCnj3/9xKtEh8tbUrfmwckr/K4fe8yf/0uBr3/923D2iFc/9ynO+jWvvXWfefLc7GbOz87JpuGzP/ZZRtHzzs98jVVvkLniAUw3UGJime7w84JEoGTA2kDK4EIgpcDJ+RrnLMFH5iUQ/Yy1DWpY0zDi3cyw6pimhXEcMU0i+xEXM92qYejXzKPD2gZrNIXIzd0OpQQlQIg1yPkwjkhdkbFSSqy1CCC6iLQDxhaGTtD0A0afIbVBm0JvN2x3I3lZ2N3NlLyguOP+eU8zD2B7/MWaqxfPyCFhW8tuskzK4+OMlNTINVFommqzMGbgM5/+YT795o/xUz/zF9l9+B6UHb/83a8C7Espn30ZdQWOCULg55Hp7gZSqMOhY/CzKnWXWbQkSgVBobVlWK2YcyTFuc5HUuX5SAHrvkciePbiBc9v9nzq4b0qV5NVrnbv/n2aoSXnVOcfsnAx9Lz9lZ+hHC5xIhHCgsmWnAsH57BkNque6+fXKKPZlIazkxNyKdhjbzMd2fKNtXRKg6mJSbIIemvQsoLfjNEIqdm7iTEkro+a9M36lLPWsG40hfrfllxfVBfn5/y+3/f7UFZDgYsH9+vpZX9LjBUeJZUipYSWkg/ee5c3v/CD5GMaeBHwqbfewmrL49MTHp+u+NbTa5KW1dYIj4E/+zKe2ZIjocxI2zKogR/9wU/xVX/N0ycO0W84e3DGYAwnZz0+wn4JDKsVwlhe+fSreDTP3n7/SN7MJFEqFygLXAzsd3uWZWHTG4xOVV8eCqpp6E8HbN8Sc8bHhIiRu8tLrCzQaJKbMabHLZ7DYcLqhEazLDN937HuGqbFo4SkV4pEYTyMFFFzUEUuFDLLslRGPDNSCrTStecuqqEpIcgyM8VC1w5kaWiMQBnNYZpJ3uOmQGslb7x+wWZtWIKgNYZXH99jf3NJTgllFS5oFhEIKTIddpycnyNEqcIOIbg4v8+7SpN8YHI3JC1IZalCg0+4fs3FvZTyE0KIN/+uL/8B4Hcf//7fBP7a8Ub5A8C/VSq8+6eEEKdCiMellKef9HsIARcPOpY587ysKG98ioef+1Hefe8FoW2Y1g949c236F4dCPuA6mZef3XNkuBbTwOXzyp1zSqDVokiElZqlpDIPtLkRJYSTM/sCshEiaCEJcfKO8l+RAlJu2rAaG6ur+iMopGSw9ULvIzoJjEM60qbM4lBQRgnShbMfo+QkmFoyCHgFlGHuHiW/UxrDVOcGe+2PHq4YRhOUU1lUWS95sw0FBXQjUUJi5ANxQqy0azkBmMnRDPx4I3HFbBletzk0W0D2jLvbsi+EPE8f/4xTz76AD9XBHGRGWksd1NitzjmyXGxfsg43gIZna+wTcuzy/cBrl9WXeF7NMjCtL3FHXYoQKQI2uJLxfxqrQglsfhAP6wY+gElMqVUYFaItfXhqRya08058zTRNJa+bznZrBCiEHwg5cTZ6SnC75DS0zUtDZJV25AvPyRkz97XQAXvIlYZchFEATJmuqEHBZqCzIWo6wMfgqczDUZUpk+jZD2JiaqEyClSEAyrDpHAhwWE4mp7x/PdgcdvfpqH9x/hr5+jlCTGgDKGEgW9knTtitXQIxBIJTg52XB2fsbl4bbWsBRSqp+JloLvfvvb/K7f/6vCvnPmtddfp+9XtAq2hz2FQr9Z4WIAOD3W9DdcW4FgtbaEWLj1gnubNScPX+f28o5kFK7dcHp+hj3RxCWTVeDB/bq4f7yN7LcJoxVKyKMbKCOKREmDi45GQjaGpq25pYXKuO9XpzW/NoeKxpWFft2i8sx+P1NEDY8ft1uKLCidMI2loGrYznHgSS647MiiILVEVeI2ptXInPBLwBpFyInlMHJ20tEPq6PLtfa9s0rEaGjPzhjaNdkHhK1Y5m5o0WpBNpHTRw/5/A/9ILbbkHxCSjjs7thdPqtu5xLZ7u+4vb0hhsLKaB7fO0FKw+wzUwjYpkEUiRaBXBw5BYZhIPwDYss8/FXFfwY8PP79q8CHv+r7Pjp+7f/rRhFC/AngTwCsV2dcuR5lOtLk+LlvTOS5Y2NX3Fzu+PY3nvJ83/Jl3kDmwuUtvJgE7nLP+J0XdNMW0RiUTGht0cpSPf4BJRPGNsS8EGMAJBpRAxqOyTwxFYTosNTE+XE70thqPDo5sfRuze3imaeFWBTLPKIJtPfOUUqgAqyVYHe95/b6Dm06TN+gB8t+hOb+wPjkms2w5vyzZ5jmhL5vUaIjywJotLHoRiCKrCkt0RNcoDUKMzQIEv3Jug55loUMKBqEVCglWN+/TymamAIP7r/K5774JUwWNK2Foy1+Ohz4pW+/x898/evs9q62OCi8erHmd/zOf5T/4C/9m1Bbwy+lrq+8+ipCSKQo7G+u0SWjSh3wzllwfXCsGkGLqBFmqsH0Hcpo/HyouICjjFNIWXd5KTIfRqwxGKO4d7quSopc+/tSCqwS3H78EbJRxFSH54WMyZE51vzJx/dO+fDmhntnp3SNRahCjoV+vUKkmZQDskhCpkY/HtVFUtTfo94/EHLBJ8/QtMTkORxGRIHDHGr7zSc+84Uf5l/8l/8VXnv8Cn/mX/oX+dZXfqpms0pZCZBKcXAz8zTSnlzUz8wY7l1ccP3huzjnUVrVeok67Hv+0ZM6WBa2etWFYFivuXj4iKsn7/0K02fabbk77AH0b+SZ/dV1PT+/zyE2SGWYtzc8uXMIb+hNx3a38J6/4XaSvFlO62fhJGPSHO487uMb9HygmJqZitRIaZmdI4caKl2MASWqLl18jwtUh9PLeKgY4Wywsspk8zShZMEnODsb2ApNlgrpAijB4qrkuWkNQoIJgkZJxnFiHBca0yIbg2o0wQvUyjLdHrDWsHp4H6UapDVIYQnHjWHJkvv37/EP//g/yuZkwy/93M9y8/RjbGtQViNKplv1BBRWdRht0aJC3DZ9D+s18RjSMaxPePjoMaTCg1df47d8+ctIFN4tPHl+zXsffojtGtzBoWTmZN3z5mfe4nr6B8xzL6UU8T2i0q/vv/szwJ8BuH/+qNx97ZdRqxXm4hWefPQcJRVjtjTzJdO39oSP3+ZvfPxjvP76Az51IXnn53e0YUu4e0ZrTU1SEhptWkoq+MlVIpt0LEkhZD3mGGEoUiJwFD+SIihZ2SM+F5rhhEZZUpgpEm4PkXmM7HZ7Vq3C7WZUK+g2J+ymwP6wq+qHIhFC8/jVx+ScubqZubvc18guk3n4xkO69QnGajA9pSTc9UR7MtQggGUhLrpO0u+DLIrsI1EWZKruzhIdRVqELmghKUmRXAQkWco6dY8Jowz9ZkPTNNU231sa3SEVPHzzszjZ8tWf/mnGXJBK07/xRcoXfg9S619dn99wXX/4t/yWIqUEEi+ePUWWVMOAiTzb7vmrP/1VvvylH+Azj0+xpras9HEvejiMCEAqicyAEOSj3TrnVK35x/g9o6pLtSjJWb/m8vkz4guIGERWyOjZF4ftG1AaKzKNUHSbAS8CWmRKrkd0lzwbJSqP3BeErbLKnCUxRbKgDrl1Hcbe7A/Uvayk1RIfAkoqkoTFB3TT8s/9j/8kX/rSD1MovP7mW3znqz/Dzc0NTd9ihcIvEZ8ltze3nDx6o5qdpOTV117ll7/y00fFUFWMBF9hWU8/fkLwR/pgKeRSUcZn9+/z7MN3sMYghcBk2Njm767Rr7u2v7qub7zxVpk/foZsG/Y3NxSREQXmKAj7W9775rvcf3wfd/dZ7l2csO7g8qNIlz3L7bPqqxOiLtyqmnyij5AgkVhSAFFqJKHUVRWjCvO45SbMZKFQUuJyIktL22lkdIiScC4zx4JfDnRGEPcRbUA2PcEnvF/IWZKUIhfJ5uwEVWA/BVKaIEEUCbvqsE1H1zVo25BTxM8BZRtK9lAKX/zMDzKYASkVfb/hOj1hPhywTQ3Vjj4RhcGFhUatqtorRoau4+57lNRYaZ/aWqy1FJHp1x2t7pEShov7uFjYDGtebLe0/Yb+3gXy0ed4KP7B6Nyff+/oJoR4DLw4fv0J8Pqv+r7Xjl/7xCvGyNOPv43SLebqOU8un9Fr0G5m9fgEeRlJ5YpVeoff/vnXyLuJy2dPyErTSMU8TjUYe9OCLyQNomi0kiRMPcpEQQ6gOwjRYY3CdhuWJSJKtYPnLHj+/jN0UyjJsTrpefF0h9CZ9alFFIXuTri92rKbtwytrkf11lSGSglst4F23XP6oMN0axAGYypMShuNspaYC3H2dCc9tqvcC9oOv7hqliqSGCCFhFw3lEyVNapquIoZ1PGYbhqDlJUl7w4LKgtKlzFYGllZ7YJ6nBe25f5jy2/9fb+PiQvCT/+noDRPbiJ3/+lXODu7z3jYGYCXUVcBFCkQIXLz0QeQPSE5dMrcHka2JdNKgy01lfB0vSKURAiOLBUIeYxyyxirKFHhhEJ3LdPdtu7mRKGzGlkKS4gEH0BkbpzHUrG4j++dc3N3y9i2SOBk3ZIKNCVVLEOmkguFwaSMlwklKhqaXO3fnayD0FwKxliE0OzmAx9d3ZF0T9NvsA0gFTnVXujp0GHWhs999tN4MkYoTu/dY5lmnPOsmp5eaGYV8Sny4vIFb5LJCSJw/7U3WZCstEYkiBU7CQhunr9gubmhrCLvv/seX//5r/KLX/kK3/jqz6JzIIU6HxAlY+pLO76sZzanzHb7HLmTvPjgfXwGWSLaL5TeVJVamejTJZ9+dA4+c7d7TpQaJVVdYIvEtA2qCGrUs0YZSD4CmZKrcUsogU8eqSq/ZV58baPkQGNabl/cEnqLKA7bNtxtazhK3+uK3egbltERl4nYCDqjjxkMAlMSfkmIpqFfGUzXI9G4FJh8xEvL0AxVlpwLppUIrVhJQdMNnN07RbQahMSYhuADwtSfWwpFktWMNk4zq5P6vGol6dc1G7qEhKjyLIyUGCHx00xyC6EoJrdwt73jZhqRw33afk/WmutdYPuND/jhL73+SWX6+17c/2PgjwB/6vjX/9ev+vo/K4T4v1OHMtu/l74sotAo2JzCsF4YD+/XPEaZCfMZr795jzOz4v75GeOzmeAOGOkoMVKMJsuM0oKmqayRNO1IMZBUQSZN3xvCPGHrGoyIAtW2zONCKgurzSl5yUgZWZ30nJ63hJAZn13TW9jur5jjgNENO+e4d/+MMEem/YHh4SPMZkPOkm7oKHNAtS3NesNyCKR5JNJQYmW4NMYiUgJbF7Ry3E0orZAU1LqjZOrcPUpiyGAsZEkRUFJGZUmJCZEDsreoUh2+JcOyLChtKFlShMM09diuTELpDI3ErlqGH/itnD17Wl8Whx1Xtz/Po7d+Gx99+N2LY1V+43WlQr78Yc9H77/POsWqflGaMXi00ayHrhqdYiD6VB2eUoOShFLIOfyK03ZxkZQy8zIhS+LRvQuW4EkxHQdskaJqj3/rRx6fnrIPE0v2DOseHwO6RHTTElKiMwalFVMOCFVjtBshQUl0qpz4hESYhq4kwrQgRV1kc47cHQ50p2f8sX/2f8bjXvPv/uv/MlopFBJjLdYI5iXUUAuqMeXB/ftIpVhdnLCkzOQOmGPm6d3tLYLq6E2l8Oobb5AyTPOElpJynE8oqSgp82/8a3+a7370hA8//JDp7o5GCIwqKF2dmAKw1lYjCdy9tGf2SDRsdEDFW1qfcKkgBCwOzh9s+MzDDfc2PcudIwSHyAsxqurcJaNkpTimLAjLSIqepCUSwcnmBL8saJWJOdesEa0JS2QOM+cnpyzjQiax2vT0vaEkSzgsGAl+mciipSBZYmCzXhF9xrsZ1W0q9qEobGexPoKQyLYlhkLynjlGkIYf/NF/iNOh5Vvf+HmQCqkE5KrEKyVUZU5jqlpq1SG1QBhNkH9nR15yJiyhylFLAmVZnWyq+zjUVCUrFLK1SJ2RUvKdb3yd0QXm4InA3VSwF6+xCpnLFx8gcmCaP+JbH7SfWKa/Fynk/406PL0nhPgI+BeON8i/L4T4Y8D7wB86fvtfpEqq3qbKqv47v9b/H2oPdnV6D7k6YeoH7Img399x0gg+/eCMe/d6hu4ERMPd9AHRLzVotlEsY6iB0qcGqVRtuUiBlAkvMkYLmr4OrtpuhfMRu+pQbY9cqu29iOOAxHucC+xvIsZohrOONnWUJLFWgFK0q4EiLet7F6h2QGmDHVYo3RJ9pr84IVNj7aTKyNaA1bXPT0UByiwqsAxJDB4RyzGyLyJzUwMWhKDpVggJQiqErMhPkY7IYSlQuiByBClRxtKtJQs1q3W8mxHK0A4txjagDGRJToJ5yfzr//s/yjvf+BtMh2v+3J/7U3zhC7+Dh6//GMDmKIX8Dde1lDroe/H8Gc+ePaO/qDmaIQp2y0JvNH3XUFgoWRJjDST4XgRdyKkudLkColIsROfx3nG+WkFwpFjj5VLOFKWY54mTzZpOCYamgdNToAbCqAzKavIxzWZZJlprUKUGbEgtanpRzjTK4JG82I0krdj0HfaY4epDqAEayvAH//B/i3/qD/7TvP2zP1lbcyi6viPmiBsX8rFpb6j6/dPzMwrVeTtNczUjeU8KhesXV5XsLgUlZV555XGVV+aKksgIUk4oLZAx8RN/5a+QpKQU6I3GLzMiC7757Iq7cSamxM++/QFvPbyA2kP/r76MZ1YKSdsNzM5xlyxna8PKLzRS0GWQOvPagzM0itHdEoOv8kMj8S6wuIjsa1umHH/+kgM+FAZj0CoTZEbplhAiuv0eIE5jpUEpi2lFBcn5gMsRazS2N+hsCM5jlKIIiWk0Qii6VY8yCi01umlZkuDgYdWv4MjRzyUjlECieesHPsebn36L5bBFUBEZytaUtRKOzJ+Yavi6qOY1bRriEcurdTWolVgI3qO1JBcFJIahqzM2IYjOQc64sTqJbQdXL15QZHXVKmNwLjC5hBjOaNRTgpsoJXP9wXc/sU5/L2qZP/z/51/93v8f31uA/+Gv9f/8u6+YMtubHWW8Q5qBlVnxqTfO+ezDNfc3HU2n6EzL5BI5B4SCFKprMVqJyQZdaoILskHKtgY/+0DbWmIWhJSIqUquYkjE5VDt4c0JwnYs4x3Wtgyn52Q3o0tC9SvCYcIMDWSJRKJMQ9evMc2K/uwBKSWMlOjGIP1C2I9kIMSM0hajFSm4Y5alqnjeEJHek5RFaEOJgSI0yhpEqlTHUqq+WVDAe1ACVEHKVHf8UkBUlTpYCkoLRGPQakOJnhA83mf2O8ewNugObAtzzlw+cfwT//T/AZUj8e4dXly9Qz4cWK53AN8upfzWl1FXAHLig3fepqS667ZKcYiFJQZOrMZoASjmxR9j5SS67TBKkKMmOE9KhZwVJWc2m82x914VLKnAze2es4t75BJprELlwOO2ow2ZUCSkRGMMnZLkBC5EhKqDXqs1hhqKbaVinzxCSkKWPBsPfOfymm51QtMOWKFJweNyABLr1Zof+fKXEVLRDQONNlAKV8+fcXJ6glGaEA4c9vvaL6fQ9ANKaoZsWQ0NUgnmEmiE4OMP30fnSEyFeTzw9IMP6BpbE7V8xcGWkvAuAZKV1fhUkcGZTIoe2/Z8/tVHkCKNMWQyw2rgW09epFLKS3lmcy5M48TzZx8wXV/Rz2vu3V9z1jXs/YgRpZqEYqwtNo4nTlXASkwyyCyqxFMahNAo06KzR4gamh1TJkVH03XElKB4rFT0/RotDD56tDTYsx6VIiInilbkENCNRkqDRCG1pGk6ijQ0w+oot0wcYkBmiV88uhR8qPhkpSRKCi4uTkHkGuKequRycQ7dNEhZWeqpUBntCow2KHkMXikZgSTKQlGFadzV1mmC5APj/lBDapRFS1m7DCngXaxS5aZBHjdvviR2t47lsGCloD+5z6gl0i3gfxM4VMmZ7G+QJNZd5o03HvKZT/Wcd4pWNHRKQZRMCKyGcXfAtopUBFqB0A266Uk5UlKdtJu+oYwVDiWBYX1ODhFywbQGP0dU0zAvnri/Qtt6pCJ5RKk97rhAozpWr6/IpWrol9lBAd1ITNuRdltKcMjOIJRAhIBSksU5/LygN2vInhQjqjTErFBagilImY/DsNqGEcfkoHI8+gmVUU1H3I9IJEIpZGOOTrhcLcsKYq6BubpIpDYIYelEoUjFNDt8GhlSBU9Ni+P6w48YYmDJBiEtNx/dIHXihz/3CP7CyytrAciRZ08+YOgqQrUaVmpQyMXJCmsVbskIbUGUKtvLNSqub1v200iKkUICEjnD1XaHorDuukpVlAqhFIqC1Q32mF6TFUzeQcq0TUPimLeqVB1Sloam65hdxqAqoVJWmebsMpfjTHf/If+r//X/lm//7E/xt//CX0RbRYOgaToOPtZ5Rk5V7SMFWkr69QlKG7IAoxXb3ZZMQiaJQkKuqigpavxbkQUlJfP+jp/7f/91vv3t7/ALP/cVnrz3DioFQvTVDq8MKWdi9KA1AokqiVxyXcSHDjIsi8NoybQsdK2pm56XeJVSKGFk3j1jZQIXF5b75wYjBC5pNlahUBxKRmuLXxaUqoEUWkmkqWCxnEI1uAmQVhEPuZr7moamqVr1gsBYQwkRberGLIwHkqguUFskNYRdUCI0uqG9d1GTsWIm+RrhiBEo2+LHmXmeMZsNX/6RL3P38cdcfvQhJSVSibR2oCRPDgssnhICUhSEEXTGVNCgqMjulCJ1AltnG5CRWpFdqmlYErStu/WbFy+4u91yd3PJfretmzYqs1+1DRlNLuB8IqYF3RRaZfAh4fd72pwJsYLNtld7jC288eDkE+v0fbG4C6CxltcfbvjiFz/Na6+8jlUCVSa095hceD4Wnk2e0/VATvVhvN0u+OWA0oXoe07O7tfQZW1rh/O8Ic97vIukKaG0BlWIuSCNRFpBi0KsTsnCIoiIlIkURAmIIoi54HeOICYa1dQbO0ZK8pSoKDEijSLNgXBYaHsNFKRWBFcJhrZpIbp6hIuegiTNDmE8smmOvbxECfVYKGSFYMljn89sLCJrQFGKr2Q8oUFDyoFSQJWqHpGy9lql1BSpkK2hqEROiWnrub6L3F0fCElVjo2TlMWxHhz5ld/50mubo+fuxVOG1tadWq69xrdeecgrqzU5BOYQmUJCthbTtaSUkUJwOIw1Wcg5UDWNyBjLEiIpRmzToqRks1nVHOhc1TWZgrOSuMxMfmHQlrg41rbSNouSRO9QUrGbHe99fMV6tebBusdYy+wT0xRohOYf+8f/Sb784/8IV++/y/0H98nZseTANC0IH9FKVINYa2itJoVAqzU+hAq+EoVx2pJLRKDBSpKuemlZCkVUJ2JrFB++823+pf/Nv1DvqSMF00iBVQCFED3qe5GBUtRg5tqsQQmBUJV1kyUobZjGPU3RLz1mT1APohujefTWK9w7OcUoUdtlnWHTGcZ55GZxWGNJqdA2mnHyyJxIoYZVNG2HbiRaa5RsmNtEclMd0OaCMQ0oUQmnWiJ0Nb6VoiFWmnW95zVS1AD4lCp7aHQHliVilKGVgrZV5Fhx0VoqHj96hdPNBW63pe87hPO4EMg5oYVE6wogk6IgycTg66zjOBuTJKKboNSwdWFkBdxJEE0VA8hSCZrjbsfXvvpzlFwgB1LOtY7HD7Mc5cGigFKGIjLkhJ8l05SYJ0/JkqYRlCJJ3rEyhXL6+BPr9H2xuDet4vf+Iz/Io1fPGNoVJ61gfzdWJol0bMfELphjOLXCrFfEmOlXYPsWpGXZep5fXrFaLXTWIuSK/sSA6hGNxMhqEw8xoRtJjI4YwbQrQoLZj7j9RHIBoSxnZx2WunCr/qwaZGIixR251CgzlSaskRht6nFQFERjyEmQcSzzFhFH+tWavl+htak785AoCPzsaW0DtuIFVGuOhpiA1AYStYWjJSVHJBmspPiEICCMIvqIkgqjRLWFp0qfM60miXqjKq2gUHEKPnG+Udi8YdKam/e+jZF7un6D9C8XHAYQ5pG4jHRGoUJCClgdVUaNFCzjTNGGlPIRGVGHULvdDu8W8jEyDiHJudA1LZv16ogxkATnSDFQcm215FLZ7ePhjnubMza2oS2Soe3pUETpmJaFxliWGPngxSVXvvAP/fb/Es9/6RdRKZJLQmnFSmu+8NZn6ouSwu3dDZJQI/ByQaXMPE01vKKxGGMIfsFnyGQkkr4xzHd36BQIBJY00592HG4WWhQheKSW5BCZ3e5IDjwiFmR90UMdkoYQKWRaa0gxUxA0RtO0DcY2+BCYF1ft8jnVl5+1zIt7qTXVRvD5Tz3gVN3RS0Wv6r1sSqlpVDFy8DUuMMsabpKLwDbVhFZkgz84Fr+n6QIChWo2WNNSpKIUichUQFYAbRS5JEKo+GqrGygTYfbIIijS0A2KEj1Wa7LumQ4TLkvuPTpnvL4ixYwo9USji+KsX6EkCC1rclZwdRDrJEobUgKlGoKcKra6FJIPaCURGlggeIcqEHMgl1xZ8ilgpCTFOgtDQFiW44artoelrNJdcq7BfLkgtKrztVSzmgvimMmrOR0MY7QsAnbjC4wONO2K7OZPrtNLrfrf57UeBl575Q0EmbCdmcaZ4BaKgtSsmekYnYOwMO8KXbMCJVGiMB8ql1w0BXfYkcLCrDWZK9bzOVJFYpgQxdK2DSEm3EFW9kWM5H7F3gUSB5Q0CJ1QZSJmg9YabXoouqpxbEZuHoLQ2LYhukCa9yQSejUgTEQVhbaaYb05gpQUWlNNOCIibF1sRaNqIpBWSKUxwpI5ZimKKtUq2VNcddKWBLEEjLG1akftu5S1XVOKwFiLVHV4XAUnCZG+p8Gvu5B1Z/jM66fcijUfTJJl9yFSR9zJAz5Y1Euv7d3NFRxj7fRRjw6JeR7J1pJCYu8jQWqULzRDD1axn2eKgCgg5CpFS6mwv7yiU5LgFxSaKCRdY+n7rgaiZMhZsLEDndRkqxEZnh+2GKF5dNpgJBgp8EKxRPjx3/Nf4b/9x/8E/8r/5J/D5IJoLaExJJnp2waO4LIQHKvOVJeoNgQSOdUXj7SWoiRFKSreqyCLYG07tpcv+PrP/G2+8ZWv8tWv/W383S1WFKyAWBKqVGCVkpJINSQlwZGImCmyKniMtVAiWkkGq8kIRreAkCyHA86HGu9XCiVVfs/iPa19ucjf1jb0bY8qhjTNRAUlRfKRAhqExfmaWJRypjNtVYMoyWEJlFLAZPw0V2OhkITdnqZdAZ6SAyVrrK2njmM3FZUy1jZ4l8hlQirF4j0qexqGirMwDQVJEYrX3nqdH/mRH+IXfvKn6HRVOaVQZxdm6Gr/XOgja6jDWImmIh4AEBlpdTU4iePRUElkEXTKEnzg6vKSm8tLbu9uSG5CUHOVc651kNTTd0l1Q4esoLdcqu9GK01OAiHz0YujKUe0r6DSW8/XGoPh2kncdI1QGdf0xPTJz+v3xeJeiuDu8gWQaQzcLAs5ae6/sqaYhvngKHGm6RWrtqPvenbjSEyOk9WaJdah0qMHPSnOuBDY7hbS/hbTWYa+o+sK03LAqBYZIzEkpqJQttDYliVZ1mcPUVLRW3GMGa8B027+XqSYJpHo1its06Jti+0Uyfk6ZVc19MK0hr5riSKjtUbqesyTViCkRUiObJkMUdbwXVJdwFOuO5ZUyEVXF1/IxFTNK9kHhJZ1J+sj9TxSLykVbdNW1IIoJJFqD7CUel+KSKskDy42tBjuDpeslWceHvDue0/Q7z9/qXVNwfHkve9SlrEGhmjqDkdIWm3ZTQtKWzRwGCfa9Yb9OKNEodRUYmIISFkHrkEoluBY645GqfrCbGqvu+QMuaClIuXMMPQ0Xcu0W7iaRt5+8oL16T0enq1BhNqPjQmz6vldv+cfQ0rL/WEguoiPibt5xxJDVSOlxDJNx5SfQiiZHAJLCLgQqxLENkhlj62CfNTJKwiBn/yJv8pf+st/kTUGl1yN7ysZL0KVBQJaqzpVOJImhYAUAy5ndNtCLoScscd5zlLqkH1yDqE0KRzDv7UEaqvjZLNhGfdY/XJf2jlnrp4+Yby9odXgYqRkyeqkRaiGZXLkErGtRghJ2za44Ckl0DUt3keyKJxsNoSwsKTMPM3gJ7SW2KZB2URMvrrNUzz++Wt7xZiW4FTlKmXH0LV0qxXZeyQCvyykHLg4qywqK0BJSUYRbWXHCKp0M3pfjXJaInwdhEpRN2imtxBANy3GJKAgsgAkIUfubq94+vwpptSagURQ76uYIsoYyLm2a4Qkx3QM286VPqqqrJWjLj7nSBJ18Y8JoEpO10OPEoolHFgZMJv7XN7sMNvpE+v0fbG4exd4vn/C+apjOHmDix/+Ipu2Zbm9YZoyTmhW61Pu7g4suwNnD9q6a0ASqbuqmPYgwTRrpA3YxiBTpmhNnDxKr+iKRrWGxgzopHDO4aKrfTljMWRUMRVmFWvyiTa12DnAOM7My5bgZvIUsNbSrTuKkyhbyBlidFg0UmmyUggt6xDOKmxbxe1SKRrbVKxnljWImQhFkgmUXBinzDRLikikkiBVp55QEq0NpWRiLCALxhS0EjWpJQXAYHRt1QipiKUaonKUIAVtYxAi8eOf73n1lT/AL/z8R/S//Iu88823X2pdb66v+Nm/9RM0JeK8QMWCkIUUC9Za5mlBtAJpLEPT0g4d+5tbpMj0q45lNyEzGKuIRrGPCZ8zMQQGYylCIHMihFgduoVqY6dgg6aUhBGS2Ue64Yz/7v/gT/KL/9G/h5C6ctZlQUpBaxsWnzhsb/A4lOxq2+bYv0VUBUNKmbmk2mrQGtPWthBuYt7vyLnQCEECYkwcogOpmKc7rBSkEhECXKiJPrmkys+Rou4qc0EisKoqg7Kq2a9LiORUQxpyELVHawxKaYSu/J18BLEZpepAXkDyjtZo5K8QaF7ONR4OfPf9X2IjEsWes3n8kNZo/GEkJsESM9q2TEsgp0jTC3IoZCS61XVhLVUHjukIKjKsMw0CbQzRJ6TSqCwq+6XpKBFSCLjoMVLSaoPLCatbvvil38L1e99GStAKGiTaVznpuN+xu7nC2AajG0RjKFEhUuVVFFElxqV8zzErKz9IFBolKozPaOqnWFslOVbmfIgZ3dde+eIFy1IlzLEcF3pRsRVSVDOWOEpw66n6KC4IHopCCnU8hWukEOQClPr9VhuULKwet9w7/1GePtlin33E1dMXn1in74vFPeXIjdpw/uaPcqMfEMYB6Q6UpTC7A9tndzSbU7yfKMBu+xxlFIvXNE4jlKVRHSJLilas1yf48UBKnqZvGeWBhCSXiE6RyTv2i6jyK1ZIGpZ5Is439MO6qhliwKeEUJUKGH1mv9sxjbcsiyOOjuHkBGSgbQeaVrOkI542ZYiRNDmyhtb2CGMqS0KCoCEHg+00ulUoUUNxZZHkoI9H/YCWhRgkJRVyW/kq0mgkmlwS0kJJCZFqsEcuklJSlQM2GkSlyskiKKUu9HWDmyFmbNvy5qfOmE4f8UG8x2eD4a/85y+vrvM8s7264rHJaGUpspBiRa5CZnOyZnQBN08IZXH7Hb0UuFRYFk+IoeITjIYQkRIe3L/PtNuxCx6pDApVAzxKYYyJd5484+TiHjrvKUNHZxu6vuezb7zB7/jdv5uv/j//PQyQRZWPtkXQNC2jd2REDf5IBSnqpCsK6mLetBSpsUqTqNZ40xievfs2//af/j/yrbd/mXm3RcSFKQSU1MdF9hjaIRQl1cg/a+t5q6RYj+a2qXOYlEk5E7wnhkBWtd8uxbGeUtRTj7EoKXAh0DSmtuW8x5jqAJVS4n1N41qfbDD65SZshRC484KTVz7FLE8QvqGECRELITrishAzeDeBkIzba7QULAFi0uSYsdIihSbKQtd2dE2PX2ak0VTRaPUUkGsg+OV2pu3XkGsGbcoJHwP9yZqL++c8+9ZSZ1WqIJD1ZwmemBamacSGQG4KSqTjc6TqkF5/z10OxUeKljSrjmna8c2vf527/Zbkcj1t6XrCEkogZakU2JIpMdOUiBKakjI5Vcqp0qaqgZDknCky1927EGQkCIEQAm0lyuiKMRGCkAraivryOb7UZQFtWi5WA3E45aDPeF1/8mbs+2JxB8mHLxJT2fKjr1vOhktinBA5cXnrmGJBiUDTdZjB0AjJbn8LBUJQ2PWKEBJ5UShTbeKUCIvDO8/dfEtymWEY6FOPFzCOd6hkOD/GWM3THYXIIdwxzNA2PR8/u6YET1sEkxuZZ193ZxKsNaRxJBLQSlNKwTSiPqglMo8j87ylW58wR7i+XnBTVUAoNdK3Hd3pinboWXUSawqqRESKCKh0S53RBbLR+JhrG6Lk41FSVXdc1FgUsRRygkYf+4M518AQVV1/UmmyrLKw7DJuypQSuYqa/+TPf4vy/Dk/9Lv+y0d6yMu5Qoi0ImMp1RwkJEYrpDi69VJEUarDNjgUEiskQmui0mRtkNFTSjWZRBeYDte0rWUMiXHc82h1gtGaLDLjYUT0a/7gH/njfOX/8e/UXbL3VTKoFMJohlWPCAWXFvISadLRxSkgK4kUmuAjWdUWT1U4BbrGklIiC4k2lW0iROHn/9bfJE6ORGSlqou06XqkkMc5QUaEWFs1SuKjRxaJ0rqeGoUBBIdxYvEOpTSttUgJtrE0R6WPNoZEqRC1lGiUIueMyMfW3zFPU4ljQlHXoKSgH4aXLoXMGbb7xNOnM6+cGfrmAHlBlMR+CviU0SSMMUhbyarBzyhq6LeUkhwjLiliSZQQSSmicsb5wM28pxWGtrUgbEUBpMhnXn2N6cUzpBRM06GyZWbNON+RCdzt7+rmIRa248z5K6/WgXIMKKOYlhlV6jpCqYTGrmtri8wFYlxQZiCkwrvf/Qg/11SzRlusVuihx7aKRnNsA0ZEzkhZ/SdK1Z17EpUOKZTEO0/wCaU02mqElFhl6lwlJayxCFVR1cSqCiqlnuDQAimrZyaGTCIzFsU3vvaC1jsef/4Ln1in74vFPSF42Ba+eOa4rw/EmHH7md7Wh/MQ9kxXM0rCylleefiIzqyQWtAPK7JocNMtS1KsSoA4k7UAo3HHHQxFErLlEATWtvQbS5k87aojqkJIie1hz+3hklO7Yeh6bvZXJJ8oS+B2e0u3uUAIxaDvWDUbWpO5O4yUZaH4E5qhQYuqCJiSZwyBPC58eBN5ejchUqJvLJ21dHZFv10YTgd2Q0/fCxoR6XRChIW4BBIgS6IoVUMPctUY1zRFUBhMo+uN4COyVAmkKIIcK07UfE9aWQSkjBaKAoz+QMiG03Xkt1xEfu6jW77yC91LrauWkk5Re76ZmhCPJOdUjS255sgqUWowQiloITjMC01/hmpb0hhIMSByZtN1BJtIpfD02ceMLnB/WNWWQAgYpfjsZz/DD/zA5/kF6p+3pAIRToY1IcQaLBwDviRSTrTKYLVBK8Hi/LFVI7FGorueaXvDz/3EX+Wn/vpfw0jQug7Fgl8QxiBioEkJlyI0Daj6Z0VVZzFFkEWsVMeUEVIxLQsLjhwDb7z1FrbtWeJ7NLljWA1cnJ8R3EIKAZUKUamqc9cKYy3R+6rbTwGR6onGKMnp2WntbQvJxYP7LMtCzgn3ktUyRQjOLbyxigzaUYoguIBVkGLCxYX54ODYHludbpDKEii0mxNyKIRpiw8gyViRiUZSkmR7d8fkZ5rWUDD4WJCi4f7Dc84v7pO2N2RZSDExzjMiJa5e3HJ1ec08b/ExkJfIdj/z2Ae0kIzTAaMs1tYcB1EKh5sbSim8ePI+Mjl8SceXxcLdGLk9OERKKFWDtq1pMXOiGQJL06ANiBxpdEFEX8NxUh2CFuDktGYyxJgRjaoZAH1XW2S5kEKkRFlf1sdfiVRT16g+kFIKCmibhuIPdQ65afmBC8MHH97y7vu/CQKylYTf/iOf5qTt0dEz3o6Eac+THBGm5cHFOdu7O0ROhCQ5eMd277i8esbKnHBx3oKIlKRYPX7AHAoyWkgLIReEGthPV6gwc3rvnMsXzxBJII1i984ljTKcn/TMO8m0C+zTx1jdEd1CmWc8iWmc2C6RblghTMc0b7GtJAfYeYfIhU1cYSjEeWS/n7jbL3wsFp7cZG7dllXX0WlNr1rOTzJpnilpwYTE3UEgU2AjI2q+RYeIPuJ6pa2a9SKqvllbi5AFWarLTR57z1pIpMxI1dR8xpIpKdfeXeXTUkREikK/GRhdpFGKVx+d8wu/uJCuf/kl11VipMCljCRUfncKdcHLtfWhVd0JlyLIR3eoNpqcE5WyUurJKHn6zoJUvLi6RklJ21WddCmJrrX0IfP4/AIWhyr5iOatQdzrpuVwOBD8giyBLEFqi9JgydgcQSSs7eqAq6n4h7/2F/8CN4cJlQODLCgFRVGJf6H2jgWZttFIrUAp4uTACMZlxOfAtFS88r31KYsLtF1P8pV50rYds19oWoNt2yqXFZnV2YboHWerFYfbOy6fv8Cno9bawJg8TmSyFpzeO8M0FqM1j9oBFyN3uy031zeInOib5tes1a/n0lLwmdfuszYalQJ+jmQ3clsSRRjWw8A0TYiaFlelhkviZr+l2QdWVlLSAlStexYGIzSzP5ARaDPgYiDPdwybFfPdyCAFy7Tj+vJjtNasWss0SXyA5zeXvLi+Joeluj1LYXGew35HVwa8X0jJI4RGlrpBevuXvoUwCkNCBocLkckFfHJsRxjjRKc1Riu8SgyDwC6OUiLFeaIopOhpSPREsg+YtqGUjGksOaYKEsuRtrHVQU7GtC2UTNs3ZBdwztegEFHqpiHFGjJTMo1pUMfAjvPmgskHcsq0RuKXHczbT67TS6363+e16jteOz0jLTNZBlQD14eFb7y35eziPpaF04sLNIrd7S0fv3MJsnDRG5SMnK4s2BMOT7fstnuChMPNWC3hQ4cYPTIr/HhgkpqTszNKatnvrrh/MaCS5nMnZ8zPbzi1hu08c7e/ZdlOiOhZisCXQFdA64b9NtMPe1Qj2DQnuCXyYrxB2MTKDuwOW65vdixOcRstlzcLu+mWK3FHTIW1arm4f2DTwvBRQ3dyQmjXyLbnvk70+zts3iJyZdx0mwFhGkTt19AMHbaxZNMSQ8BYVVtRUpEFVScsFapA8YHMAhRyKMfBkSAFqllIVXnZvCSG9uX2ZpUUhCIIxXCqIyUFQkgIqSjU3UpjNSnFOjQ2hiQUTWtpNgMhRfaHUtkjQDy+sJSEVdej2harFFYLYqiAsUf3L8huwlpNFqnawmOgs5YU64sNJBTwqaCGljTveXH5MUPX4Fyoma2h1LhC52lSDYaQpe4YpawhI0BFDx+hXklI5mlm2o0oa7jdbSmqSlTbtq+7b8AazXqz5uH9C5QsiKHllfYRu/2hpkCdnXJ+ccqL6xfQWZo8oMaWi2Hg5PSUEAK32x1ffPNHuLu7Y15mrm5ucPNCPlrYY0yIkrFCfC+J6aVdbWM46XpyCJWfpDK75Pj42tEPa0TxrNYbyDCPI9tlREjBZrCYRrJqLDEo3H5hnheKSbjJVRaMaRAxInMiR4c7zPR9z9nFA3KMbDYdIsPj1YrxbqSxFpET8zISFlfRvAmCgOBGknekEBmXCVShMy1urgvvsGlQusEtE4dpIWbNGCT7KbL4mbF2N2lVQztO6BJpry1ZKZJtUU3HqREsywGZZ4w+ynL1CWG3qxsIIQguQTFIo9Fa/ErmLlYgChhjaZqWlBNuXjg5GaqU1EfGcSbmhHMFlwumb0EI/BJ/zef1+2Jxl1QT0TJ6rrY73r255Vu/fMl+3BLjyMOHJyy+paQ6eGhUoO03WN0Q4ozuTqsccGN44fbkWaGFYz8tbPdwutmwubfm2ZMtN9cHpO5ARHbjgeG0R8wzP/e1Z/jk+dQbr/DRM83t5XssbiaGytBWOhGTJuHIVnG3vSYGR9jU0GYhE+1kCdGxG7cs04EpNURxyhwDc0jEEJgXzxU73ru6pFWGC20qSGjzkNWDVyknik0B62fSONJbQfR7lFJIXWnnzvSVBd5ZbN+xyIZUBKIkjJI0w4ru5ByJJARHzDMyFPy8ULSiKM1+Fwla0edzru92PH36FE5XL7WuSgqeXG/57gfP+P1f/gyKTBIKURR3uwN916DUcYevNTdLIKbAum9wvnodpFSEnMmiRs+F4BnnifXQU5SGmJldIKTEODm6rmUad2irkY0lzgEpBaenJ+jGYJQk5IwWFm01qe34d/+N/zN+HGlTqBpkIMdIcJlUElJXGqOIGaMNUmqUUWRZ9cjbcURpQ5jrA5lEza5dn5ygtMZqg6CwbhtcrBApTUImhxKSzf2H3I0zqjGVbpkDSwyYpiGEiPeRe+f3MNZSUmHej8x3e9775reZl4UYY9XE54IQisN+j7UWKyRD07Bu+5daVykEd+OB66sdZ4PlZhx5+nTP4hamZeT8bEWIgZLBWE2MEaUtbd+RSgBl0Tkxt4HdMtPpBt0IxmnEhULX9RXfe3tgmROmh9OLyGE8EJGIEvngyVNiCLzy6NOY9RoREjEGUqpmN2Ul3/raL2GkomsC07wnpUBsY1XuiIzygkKsO/sYiAiE0GQCMRdm54gpc5MP5OvKoD+xDdpodH9Cf9LQdAKjLClNhGmB6GlURmuJWa0IIYLUpGAYY4DiSVngMmTv0EIguuqaTj7i54lbdyC7SPC+3otS4ubCnBKqOUZ+Hka8+OS6fl8s7iEnPnpxyZNne957cc318yviEmgHQT+0pLLh6vkBXxa6XqFiZj86RBBIUyjZsdmcMh88T97/AGUU67MTwuQZhp520+BT4uT8lMuPL3n/W9/CNIIoFG4ZefDgHrYTrFaP+eCjO8Z5IsRAFgqhMzJWSqFLHpUM5aCZw47ddmJ7u6NtGjbnDZeXUw18PoKAYkrQZVZ9lXV5aQjBM80LLIKiD4ztikkGOmXpxhNC15CawJw8RWQUAhESyhe0rC9CoR3BJfw00UwjZMthibTKc94ZtL5PXmoajVsmonOIJeN9oEhIUjIdFpqHr5CE5unTF4TDDZdXz15yZQW/+O13CEIRY+1faqkohV/pTfoYoVS52f6wR7c9Umu63nJ3W93AOZUjjC1wdXXNfhxJub4Q6u5UUYzCmsLZvXPmwx5Eqf12oVC2xt9dfvguLtQXQcqFJDyXV5c14V4pjE7VQCYVNWIEpFZEjkhhF4jOY6zFIPElsSwLc4oYUx22TWOQpqdtO6QU+MWxHgZkAUX9DISATmvm/Z7VqmOeJ9abdYVllcLdbkuKkcE2PDw746PpPcLiePruB78ijbMhQ/bolFDHRb0oOJTCYX9gvV4xrAaEoLKMXuKVSua7Hz3hZufZNJr5cKgKmEbQWEOmY7ediDnQdopxckjp8S6gG0laJqy2+Dlyd3mNX3uQMB1mtGmwrUYJGIaB7XbP3YtLzs9PKUhuL6/YnKxQVtIOZxzGhOQaH301u5XqCZn3ASUdfdMic6HEwrxE5nlGo2lWhv3BM5Yas5liJIlINgNCZmQJ1LyWSgFVqbbDkrBH1YtjUxJa6ipBFlWWXCSMi6MxmiAc2lhUkchY8GGs7UI0UmrCfotWsCx7/LxGSkVeZkrKFJ/IMVbMt5AVoCcNKcNhP5L8yHz1m0HnHhK/+OEz3n7njmk70cmEblts3/JgfcrzuwPBbxFWMjT3EaYOpmIsnJ2dE5Ln5uqS077j8b1zlhhx455haHFF8O67L/BTwOg6oA0l4xdHvxqwpuGj9z7glVdeY7zZ8e5332YpE5PPNaKNAg3IWMguEEumyAVfIt5s6g5vPpBLQ2sajJB0ViOSIMwRO1gePhwoJ5G4H+lazd1BUOaMtIbeDEQhkKVFqoDWkuhnsi+0ujkiSBWIGuKASERZjUAiFpJPtVdcFN3JPWTXEIIg7SeSqlyWMI742SNUi0+SyU1EZZGq4dsf3vCNr3+HKc6YePdS61qAVz7zBR69dsYqO0JckLkGL1ycrxlDxoWIlgIh4fWH50wJ5nHB6hqeHFOsEtIMN08vK/ZBGmSp6gRpoE+SMXs2XceDVx9w9c13q7RtLsim5fRszc985W+S/sZ/Rgg1NUhSVTDn2uBzolGSLC3jNGO0IfrI4j390FfreUzsZ4dpGrb7ibZtySnQmYb76zVCCYa2xWrDuLjaM9UGZSStqe0dqSSKisyVoraGpLIo3RwxtRJdCp+696DicMNEHO+wViCiQqSIUgq/1MD3QqZpDDnVzzDEQJMib716H6Vs1VznwBg/2ab+671iytxEySgsZTuhSkapOuy9d3rCzcER/IQ0gsZ0NBtLRBIzrNcbpnHHfr+j1ZrNMJBSxi2O1ipcEdzc7JEp0wiBjxXEJ60iLx6jNLfPbzg5v0fJ8N1f+kVCnJl9Jqe6GUImWi1IIUJIZA1uOSDNUOtAphctRqqa8Xt0ko7OY09q9vGqqXLmnUuEGJBJkIgYaRFakbEYXTMgcq4qOqNtHZBSZccIRYoBZWtS18q0VdhQEjJBt1qhhWSeRsDVjOAQa9BKrBuNVATOzxQh6E/O2U2B588ucclB/uRB+ffH4r54vvadJ+zu9tgciaJHJ8mn3zjhyz/yFu98fMWTp4XdfiIuDdY4Fu/Zz4GkG3aXl5wMlrc+/zqX2wOH7ZbuZEAPAxwc7z5/ht8uICNSai4uLvCpJWRLOTic93zw8ceEMDGLPakEBAHvHMKuMDSkPFNsIJoZZwZMSQQ/EdWAI5PiTGwjp6sNalhXzXRKNMLTnp1TXMFzQ59u0apHDbBeKYazh1weJKlo1quIKQtu3qFTJgCqCJTIKAEy18U/p0CUAlkS2WlkA+V7OZQ+onREWQeqkOeImxxz9BQVWCZJUIr24X2efDTyN/7mf8EH73yN7EfKy/W6oI3h/oP74EZCcVUJcFQT+VxIWZBSQInqZOysJcyuQqJSQlETrBIJVGH5XihHCEhdrelCGrKQLNNM1zfcXt/wwQfvU2RhLp7lsLC7eoYUkt5aGiVprEEUcLm+Naysi22MlcO/O4wIqTBty+I9p6sBZVsuHjzk7m6LdDOroUOJjnXf0fcdTWuxWtPZSt5MIZJiwjeGxS00VlNiYnYebQxTzlWqud+yaRTKGIRtOBwODMOKi/MzdgdP2zV0qzVKBNq+tjughsobJTFSHrXaBSsFJlmyULhYjU9kiU0vd+eeU+Fmv+CmA7oElLDILLh/0fLqozP03YHr29pOytFgTZU4ulQ4zAu76y1WCy4ennM3OebDAdUYMBrtE7f7LdJXFdWUIuen57gkmfaO4AJL9ExXL1jcxDwvCHGkMpaMUA0mG2L2FJ0pOhKEoRSYpj1GthgtGXcLq75l6Aa69Zpl8tgS6IxArjYYOnCupkulhEFidMF0K3ZzdZA2JmBlIc0TOSSELrhSUW7RJWwpGCOJEUJeyEbTyo6YM9p0FZMQCyEEfCwUUeGBOcRj+Hoi+jrLsetTDvvMd779S9y+eIII9bTzic/fS6363+eVyRyWyllRSjMukUYunJ2d8/x2Yh8EV1NimRYO81NW64HxsCXEmZvra7yHOa7JX/uQ5x9dkuNMtJKPX9xyf70CnzG9oAjD9mZE6vqW9dmSkqdbW24OO1SkcqBVQ/Z7cprx0bPqFJgOJUo9AofqDFQxkXxNfDIi0cyG0hp8dGgMQysI8yXNPCC6C8K6R0WBKHu01Wzun9BtWhY8tkTW5UCZHY0pNZUpQimBxQta3VSglTR4YJ7mOozLE9ootFRMe4HIgmZQ9YGTCZ8EMUlCTggpcGpFe/4auuk5XV7w+EzydgclaKr48uVd4zzz137ir/PbPvsa+vE5GkE2ptr5g6/tlpQr3TJlsncUt5B8IKRIcg6RK54iCYGLnlIg5oIVstq8Y2W7m6ZBGMV/+Gf/LP0SOWkikYIPibOmh1JbO1CRuNZomsaCEExuYb/MhFJQbcOqa7l37wHWWIiBBxcXvLi7ZTeOnJyuMfvCum9Yr4f6ZyoJJTMUzzzNBBcY+gHdN2hzyu3tLbvdHolgtVqxhEAqmaZrefz6Kwyd5fbujt1+X+P/2gZjFA8ePqBdrXj3nfdJOSG0rlz8kvHBIYyhOfbzpay2/ThHlhiZQ93lKil5yQZVQoy898ETLtYNalVTy7RKrIYVu8kxx8LeVURDuruj6xoO44GQI/N+zzw5urYlfHTL9c2BGBYaUTjc7jjpe3LIKF0ll8ElZjfxnW9+HRMUWnhUp9hPB2zRNKoahZJwLMEDktYqpO1IudJDvTd1aEmma4bqepWRVbdB6vq82kZXw1kZ6fQGaU5w0qPkjuSW+pLsLN26B50xAmSaSW5CK5BtNWflnIhFMQwrjCykkmu9Y67Ibu9QWqFEZHt3oMRCjAs5CQqBkDKiVLaUEJBUg13fo2hD47cMbcFYINWkuk+6vi8Wd6UN5/3Ax3vBnAUpOua88LV33ma3W3EIguu7GZUCmcycR9wcuXfakuNIzA3zeM3bd1cseUEIxfWTHSIY9je35FSQBbJOGNuQkmHoC+0wcHk5sr2aiKWm8OgMSzA4nzGlTuJT0RjZkGXdjeUlQZ+QIuPDhNEDRSmEMfg8Ew89D+6fseoVVy+u2d98B3P6FrY75Z54xGJWzCESQkHc3rKKAWMyKgca1WN0JdyZRmKtphSLFIqYMpMrEBKxJEwDJI+cwq/oY6OLmLGjsUf0AJpYLEJ1iP4cubogiky/PGHdwpc++zr3T1u++c5zvvX07qXWNeXMZt3zaL0i54iPBdVptKysHU013FhjqrtSZDqtWFIhTBMi1357SJkiFUJrKHB2PtD3PdM4UpwnaU2Mju1UF+1WSQbTknNi3StUqBAuJwt341hbJ85xfnpG0zaIEFhyou0HjLU8evwIIRTj7kDbWLZhoTtd8+iNV/HjyHxjMaqamLQUICTrVV9leL4O4J1zHMYDTdNxcnrKar3mw/c/pDUNMidKFkgkrz5+hcP+DqRmiYHZe6YnT9hPa1575VXSNKOMptWWkmsClBTVWSnKEXErqCldAhyZpUS2y4i1DYOxR1jby7uEkJwOPdZYxiTJoZ50P756wWY0TFEwLx4jwBPIS8D7QNcaUpqRWeCWPdv9jplIzjDudqhiGeeF6ELFLWhACJYp0PaCft0RZo8bHapIRI7oBEuWjEtAJIHPHmMHrG7IcSHk2sIssrAaBnI4QruMJQhoDLTdmr5t0SUwHSb8+Bwz3KNpepr2HL8seB/IOeL2O0SISCtpjMSYgXmZqzLNyBrYoSyr9SnO7QlzYHGJECNzjHRGsGobvPP4MEMojIcJJUpNHUNC0WhlEXYAu8KXjPG3GJ25uLem69/i6mbkeveboS3jI4sT6CVWN6M0OLfwzfef8v6zloenA71tWFJEFoGPAp017lCj0XzeI2LdKZJbpFqIMdC3lhQCMQd0bFBS03UdSknIlsl5QCOMYd3U4VdxCS0ipUCWNeFmmQutccimhlSrMlHQZKHIsuCjozEt9kwgkqy0ucYiekt3NjC+uGF++ku0wwVW98dhYkS5GdMIbNew7ltOhx5jhxpOkXN1xTWaPEMJniIHxmXG7fZoUZChoKUlCM/kJki53vAlVTmYMrjSItoVTXeOtGt0jPRxZjpsUUJyIjRvfPZV3nx0n4fffp//+D95ycVNgY3VCFEhbKLUmECjKvNGyL8zZE1HCJeRApEhS1F/5cgSAiF4hmFNzpnbmxuGrsPIeioZjEXqmkDaG0NEkAVMiyfOnlxgLIHVaoUPR8emVsSSUdZwX5+ihKw4X61wAvqLE84vzmoNUub2xSV5nNAlsWoaUk5YY4hHsNXfgU5VznyRCmkMN3d16P7GW5/i7XfeJeXCqh04XW9whwWpG9ANH3z8Hnf7Az/wA2/y3pNnTJPj7OyUnBJd2zN0DWOMKKPJSaKlZOgHQvK4GAk5oWRtOykBfWsrkjb4l1rSmCp+98yAiQGkIgbP85sdl0rRN5ZGG1IpkGq+ryrqOB8SZDyiFBbvCElR8BWDq2Gex8qrzxKR6xxDSoEp6hhKoilKoUUmzJ6cEiFHhFLEVEMylhjJZIoo2EahiBhpEFKRVEIqSXcysFr3qCSPg+yMMZp+3ZJ2B8r+Bdge3XQVuE5AZI9WAtka+tZUGW7Tsz45Ybvd1s++sTSyQQuDGk7x5cD+9jkheM7UmskHYqgtypISVip0iVWAIRQha5S12P6MoiyiFHRaCH6mIBhK4tHjCx6dnfDRs+tPrNP3x+IeI/NcGM7v0/aWq2nG3YHwB/QSkWogmkzwqZIXS2Uy+FDIPhBQ+HEmR4vQgRAXKF3NDY0rtAwUo7HK4FOktzUgWefM/dMzltFx2O2ICZRRDL3B544lBnShMra1poiEloIcahSaVA1GGZTQqGxJgF2tOLs4xeoaKHC2XqGLYnKOedkjvKPRiq6TtKajH1qG1YpVv2KzOUGZ6iAVGNKSaq+/16Q545c7jPdkqdEik/JCDI4UZ0SI5BgRqsXJhlw0kYZoG7S1GAJyuUVoiR167HCCPmu4uhpp00IjJD/y+c+91LpqrWm1YtUYSg7opkWUynRPsYYGC6kwRiNKIcR4dK/WRKNiDEuqiNYUqzJFSYUSsn6+uXLXURJVAArJZ8a0kKXi4JZqEGmq7v+0XzOYBjcvRzxD1axbqeikQKZM2w+szk4JfUM7DPhpqsEYITHvd3QItKwKlBRyrZVUuJAoGbSyJD8DAqk1KRfatsEHj0qSL/3QD/L2d75LipHxMDFNE+3ZCakIXnnlFc58NbakY6rWOE6k4FnudhhVWw45QyqJmBLjPGEaw+IcJVVl12Y10JyeIFAkH2heMvI3l+oBWG02GAOTT+RZQPFklxCtJauqVsrHbGBVSg26JlNEhfalWFsRPi5o1aM1SNlV1pKWGKMrRVRZUo4QPbZtSdPCMgdyBmkN68bifWRPQeaMzNX6D6kGnseCVQLTWoxQGFNj7LKAprGoXDCy8lu6rv2VE5ELjrxkpJAMjYRiaNoG2zS0tqXrOoooKK04e/iIu+stOTmEsAjTI2RCion1an2MmXQ15CfVl2GKgSQMQhpiUSRZYYMohU8OnWOlaypTf5205N2CLIm2wKdfeeWTn7+XWvW/30spUmcYk+Zw7VjCCxAVBnY6dOT1PcwASu4J44ROI1JpvO7JokGGBdmBcAVhJTptKmQsg7KKUiI5z2Qp6FrD0EuyVoigWA09mgxcgIxMfo/zgaa1rMuATAeKsEQZWVJC0JKzo3iBkRGjWoQGoXrsMPDKa49om4Zx8WRfwFpWZwNNEqzcjNY1ZqxtBwwKJQONNphhQPY1dg4Bbp/JWSDoELIQjcPtAmGJR01urEjfkAjJoFRPkhFhe8qReR0RSMD4BZaZprcIYUneYpqedPImVy7z4Yv3CNsXPFp/cg/v13vllFm39WFFFHyKrLQkhACloKSo4Rwl41yVo8VY49RqG8cTU2WRDK3FO4dWdb6gpCSmxCKrbj3PHmkquMkMLfcuLlgfJrRSuOiBQgmR7DyWCoAyOSOco1MKI+rwq9WCsEzcjFvi08yqadEUREyc2JZGVbVDKBlPdVcp2xJyQTf2iH6FGOspZHt3x8X5eWXIq6pB/9wXPs+H739IEYKnt9f4qytub+/oVwP3N2umZSGmFufSkYNu2W9vKYvDLw6FQJYayBGSrGjclCHVFyduoZUKYyRJmF8Zwr6sqwiB6iw+S/zo8HGPFAZVNE2joFuhG4kIAT8tyFiNYVG31XOcFoTO2CTQ2qAXgRAZWUQNKS+JLDwBgRYc++8KIQwnpycVN9GtSccXQw5109U3DbK4X8HnZlGgaASppuEtniQk3jn6YUPJgtW6RQlBigkRKwrF9Ct0kdhSTxrSNBhtKDEhSRilSCUjrKn5yUbj5sxmc8ZhvwMBU1yY9gfG3Q5ZEtpIMhKRFS4IrO4oxrLEaiz0oVBkQioQeSH5pbKjhEQEgdKWbM9Y2sLhcEecdqzsJw9Tvj8WdxTzEinJ0elEazrm0SO6M+z5wPUUuSwruuQ5bUdM6JnjjNULhRaVCz4plFG0qgdbyKbQKomjIIsiLQqINHrD/f8PdX8Wa1mW5vdhvzXu4Ux3jBsRGZFDZWZlZVb1TLIbarHJZosiJctow4BpsZsCadggYYgPBvxgwU9+1IsMCAZsgIAfRNiwRMASRQrioG4O7S529VDV1ZU15pwxx53PsKc1+mHdKrZlMZtlhoHiBgKZOHFjuuucvdf6vv/3+x0ccz0VWtzz88eI5AnR0Oo5KQl2PtA2ikWuGbvCip98ZrbYI4Uy5uJ9wueAsBN1qhHAvN7j+M4tuust2XuSMQRpkSlhZE09U2jTIIxlMZuhdDmqej8ghcJHyL0nu8g4TkzTQHalox5iIGRBsi1TPyCkxq4WJN9DP92wY0ZSVPi+pGnmVc1y1tJWhs1Fz/nlKdZU+Bw4XB4jnjxmKZa8t1Z89L1zxuuvv9BVDTFysFwQoydHX97cuZAOxY093vsyQ3B+fkFtNNpaJh9IwZNFJt58bW3L9yz4QJAJbYs0Y4yRp6fntNJycHzErZMTcqVw2x01gkaIAiMjIbNiEBGXE/hEXdcISsokmdIj2HYblFXMV0vOL05pjmuGbgcuMKubYrUXBcM7xszlZs31dsfVbiRnwbzS7C9r9pdLbGVZLRak6DGmAMHcMHB6dkaSgqwEPkVklixnc5SA7uoSIRWX55fsHR5y96WX6Hcbzoan5GFCCYG2Gk1ECYWPAQPU1iCSJlqJlqrEOWPC56k8hF7glXLRQLqxxwqPUgbpE5gGPbPspkCMFVUGEXuMUMQcUUyQVPGnpgLGqk1LkN/fvXPD8ReEIPDDjkW7YDFfkbVkGj3X1xeoFJBozE0zdYoJowUqafyUyuk+ZNq2IeWS7hncVKQc84bYB8xMYNG0bV2menMR6XhUYf3HojUMSYLKzBtBWxu0rCAXKFoIqSR1osBNE9M04V0qwhgSCYFpZvhhx+gTplnQhy1KKqrFkmnq8ENP9J5883BqqoI86LdT0SSqUmKzyqC6LUs142OneHq6Zdz9a1CWiSkRxmJ0qZmjjcCrNVUlsaYhPd8wPvkEpxOLlxaoJlF7UdIkOmIqhfT5ZvIsImJNZaHRln63w2ZJW8+RIqKM5vL6gtViSbOacb329BkiAbe7xEcwGfqhp0klgSHwqElS1ZCDgjBjZGQzdojkkZWmG0YuLzd8+MEjpPP4KdAsamKlEc5Rz2Q5msZCgUtBIEQEJQkuk7aeabshhY7oJwKaHD1EjchlNNlNHtwWdwPDypsJkyYIPdklrJbouiG1Fc1ij9Vqxmw257ufnHG+HZhrgVXuJioZSNOWW8bzUyeRxfLH+ft/57P50D/8umYO2gqTA8bWuCxwqYxepxyRUtMaWCxaDm5YNxeXa6RS+OTJQhKQRBEK89wHyBmjFDIDOaER7FU1i70Vy7pCWcHhwR4xJ4b1GpsLiyMmGFXAZkGMILTGGFu+1zmisy65Z1PhkOz6gWbeMp81hH6LrTWVFWQpELrlenPNV7/zMaenZ/gYEKI4NwUJpQ0v3zrmj73zeRplmKZS2knOY6xBCo0bJoLW6CyQ2pC1KWjeHmpjWN5/iat+4snzU0gTo5uYK8Xhck7Okc12RxCglKayhgYgePyNetmlxNo5Hl9cM73YAxkxJWyOpBRRtkEpQR96aiNR0pB3IzlckWrF3t4ccmTsBlSShWypJDqLcoMXmRgkRlkqYximCZUFWlcoBM2swU8D82bBsp7TXQf6MZIIZB8QqcC1/A9omwqpMzJJpM5lgEg2BJXoYqDveipdl/dHP3J9sUbnTAgJ09aMIXJ+fklIJV4pVYVUhmHwKCOZNS17swo9ZdzQIwkFsyHUDU8mkqWFDDHmYpWSmhQChMTSWvppoFtfIURGyUy1aFgsljRN8T08vdjRuchMK7RNGBXROpHDSKszt2aB7vYxn379X4ObOznhKsu+2tHYNU623Loz4+TWAbWcs706J/VXdFNkfVZxuJqhlCJVBplGHIaRGYu5IoeMSJGsPS57Fg2IIBBVizGGw+NDnHNsugBpYnm8RPYC7yN+WtMIy3A9QQw3Tat4ww9xNJVmdlAzbCNCJTbDhslnpPGo5JjWlzzqRypT0J3DOKOtpx+AAqXOVFpQGYl3hq5zKKNwYWTqdlRokgpFpyfmCATWJdJ0wdBf4/2IEQEbIz4mUtwia03T1qRmxXaEOwcNzcGSRbtAm8xlavnKB2c8+PCbzCrF51874XXZoa2kljV6PuekmfHelSDxYh2qgsy8tuRcIl6JYk8qAx6l3g2puFFnLdlkpgTD0Jc6utbk0eO8QwpBU1uIRX1XeqcKg2LRttx+/TWi88zuHrFoG87OzqgrS46REEKRYeRMEhTrjlBlbyUFSRQpgtKSdjkj7+9zfXrK515+idD1BV3cNviUicCzZxd8+Xd/n+t+KkYsxI2AIiMQRB/56PFT1tsNb792j3uH+5ismcYR2gotJfNZyzr60khUkn7sUcICmaat6Xc9z5+f8vL8VWbzJfVLmv7snKHrmKJjSFAZi5KKyQWyKrv3HDMulPdQjoll05bNwItc15wRlaUxA1r1eFGzWFWsVnNIBjt0ON/jvcQPDVXVYKwgZhBhIAmLA4RJZBLGQFYZIQPzRiEiSN0g9YKTl24TvAdjEDLTzCuEMoQQiX4ow2eh8N3JEqXSjeksF9ZLY0nuRqDiPdthZD5fEoPDhZGrEDFFyIvbDVxebwix+GdRGZNKjyUEyegS4zhxvc4sqoZV3aB1xouE1C0KaIRkmjomP5BTIkdXxCzBI1WB4YUYqNoDAor9vUJtbY0BGVknw8fnO67On1IruHO84rYwYDokClEFFtpiskGr8Jnr9CNxc581lvtHhxzfuodUM3ZBkELP+YVHqEh1cJvkLpG7K+K4Ja/maFGRRQStkeL7T+hiLlJGErMphMGq2HSkBIVmNwWkDITU0bYtU+cYd454cyYMg8fHCV0bQOKHzNR7Rp/YW0lu373Nw4+fUHvJ4XxJFJmYPPMqo3xiip5hCpjW0IqAslBVmnwjaxidY4iXbLkmjRlrBNJKwpQJoiLJSJbFPSndRO47iD24ACITkuHO3WPq1fJGCi14skl85etPSOM5b771J1gslkiT6bzkH/72Bzz48Jv4tOXpWeRys+XJyS1+/I1j7h3ss1SZo0PFz92p2f3Ya/zjv/fi1rXSilmlyCmWnZAURVPnPM4XgXBtdTnOpkxU5p97OGNAiEy+EURbJZnVFdF5aqsRKSKVQmaBMpqLy3P29w8wlSGFyOFqj/PT0x8gDkIu9VShQCuNVmXwRyAJwaGzJEkYc6BSgrt3TmiM5nSzIYVANziUreimwFe+/i3Ww1SSHzeSYwlF+iCKKckryfN+YHj/E5azJQvbkHJApkxKAaM1OkfIEG6kHdYaco6stx3bXcdbb73J4CYePnhMv9nx+p07tNnTra+YqYoxZzbdjnldoZBkl9n6Ee8cIKjqFlmp4u58gVdTG45XCw7meyAtU5bI5NhsIyEFdLOA1JOmnrHbos0+SmhSdkQhQMQbM5FACdDGEpO40c4lSKnkvKVm0/XUtUaKgDIWssZPW5IQRUXpAyGF0luzkhwospOQqRrBYrVic7VFpsysbqiaGqMyKk4QJGP2jLLEGM8vNgW4Z8oDm1QelC4FRgaSB6UF0gj6XY86vEVbKbJ06CwQzqO8J4UBQomokiUHB3soa0gp4ENArI55/9NLht0FP/bWPW6tbmFUpBscHz245vr8OaPrGCNMk2e3HDk+bFg2NU0KrFaSt/YN6ZXb/MPPWKcfiZs7dkHX7KHdEe1c8ujhY2Z6h9p1dA62IhS/oExcpR66yNFcI7RDRoE2ltpEEI5oMkYYqtQS5YSSmRw805iJTUT2PTl55vOKXdex3o5UxiAc7B8dsF3v0DLi6chOEIVC2QqNpBskTz69YtwUA/tsJtgMW+Z1i1Aal0sOWWlJTKHwNZxisWcZJ4dMAR0bshEYIaiyRhqDCOBcZjN6ku+QaUSaBH6CqbDok1B0ZN64P+fzP/1j6EXFuBv47e894+/+5j/j8eNnfP6lOcZIwGHNnA+fdXz7m98k+I7a1qQZ1E3Lk+2Ae+8M8YZg2RhU9NzZn/GzP/bTL3RZl/OWStzo44wtKYuUiFkQYkKkjBMJW1V0u556uUJrRV3Xxc50Y0NKMaFkqWsqIMWIJpe6ppL47Dk4uM3+3h4GiRgncorl5i1K4zWrAl2TFI58EgGVJfrGrBRTpp88iz1TBomMYXt5TZomam3Y9D3JJ772nfe56oZi9io8CKDMCd2Y0cpOXhe2u1eSdz9+yPzH3mZZleO5kopIEW64mPCh5KB33QU5lbJFs1hycXUFgLENnp6Hp2e8cXKAqi3d5Nl2PUIUCTZaInIqejZZrD4CMEoQwmfv8H7Yy1Yzom3oYou1iquzK2o1IkbHMEWySEhReiZr35GmFTOryKpoApUxaJUIqQdVpkctNYJiKYq5lJWQgUoAWVBbg+sH+m4gkxERmrZlHB1SZrKYSD6Rb8Q0GokPiqvzDj+msuM3mhwcIqXCN5IJ7wcwmrOzLV0X0bqibhQu3Ig4sr0xYIFGIXLRO8aU+PTZBcd7LZUICL1DxkAKlPd3FowpcbhXs7x1iKw00XkenPd87d33uL7ecGtVIZRkN+44Wi3ZjhOPHj9iHLelZyIAa3nejXQ+8vIxzKoyJ3Ewr/jcvXufuU4/Ejf3aRyw4xWmgv505DA8JFQrdnEiJcditc82HJJTT/IW1w+MC42KljZ4tI5MYyRrSyU0QQx0aUCnluAGELpwXzBsd5Hl4Yx2tqAbzjHCczSfsd1Fht6RgmdvVrPeDmy7ASpFlAGpFEJlxj5ytKhYmcTVkPF+Xp70IYBS1EpQU3YiWznCFHFXmnGKWK2wsqNqJFrX9Ci2O0mME9040g+W1sDB7QXN0RHb6ytON6cMuWJ2MKcJiS/9+DvYWiEUfPuJ4G//g9/j+dMPIWRintHvOqqmKYWCNCHiFltVCGEZCZAUWkouB8+7DweS2iCNYeEiKz17oeuaQ7HrZMrgi1aCNAVCKrtzLSXWVkUvJovL0mpDpTSxr/EpQiqYXB8KO6Sqa6wxZF/sRM28Rdqa+WqFix7fBerRI2O8ydIXvrZQphjlcybGcBOFzCUzbWzx35KRtub09ILdZst+ZZlrSYwRrTUfPn7C2flFEZrnDELcyFMKnz4jymnRWt74/Nv80r/1b/OFt96grTXbq+d8+zd+jTyN1Lbs+I3UTLnkwL1PpKxuIF8C5yPaWJwvKFwvBJfjyJOrK47bipqItDX9MNK2LUIkbN2wGzxCRMYQENEhpMCYFxuF9G5C+x1KJtw2seCKKCxD9KTkaGYzgliS/DV5UoTJEesGKWosCUlmcpEYNUJYQp4IUmGpyW5ESM2sblHWErMpp3NZkeOIQtDWFcNY2E9SwLy2jGPATSPCKDKhaCu1JARBW1v2ZjVX3UC/HakrTS2L5q7Sir6fYPBAIPtIyBLnE1pJlJjQRiKUwStD3S64c/uEZjYjJY0IA1N3gWlLb2A9bHDYknLyidt3b6OMQmrJwzPFV9/9hO3mskQjqcqmT0n6yZGJqDTSVjUpQpCSmBXGGLoQeXIVSaInSUHtIo2uP3OdfiRu7jEFhrFC5oxYzDi482N8+vG7DMOa/cNbOCMR1wP4toyji4kUDFrPyRWMKdNJQ5M1hkzMCqcjImREqvAqEfOImkKxJF1GPr1c492OZlajZobQdWwvriBI5IHBak1VW0YfyL7s+Bqr2LMNbxzVKDFQWQViR1YtcwROQRcFu97RGINSAmK+wRFEspfsfGLbUYBBLjMME5UYUCIjqzkvvfQGR3fuoPaOeOn4HrdOzul3W9JswUG7wM73GXzg06uJv/X3v8Lzp+8RU8ZqSb8d6PqRAzci5wN7+w3WGvpuoLdQGwtpwiWoq5qNk3zz8RZRKd64pVm8YOSvFNBYy9XVFSIElNaIlPEhlkijVsTwfQVdiTf6aYKb43bKJd5XVxWzWVumdN1ECJ7kPW0zY4aibmc0izmmqZn8iH92Rgq+NKyUphbFTi9E4fHnmwdOTOWor60lZFBaMfiSQlk2c1qrkMkxDCNThNPzi8Juv7HYk0sLNd8Y65GKdr7k3//VX+VXf+Uvcfv23VKKkpF+3PL4/e9w8fHHBeOaIiIJamMIWRNiojYWrRRd3xU9W3B471juHTBME9poPn56zvz+HWqpGXPJdg+uzCmkbmDdTaWUJQVSlR/NC55QzTmRY0W/DYhWM5vfZnf2iNH1NLMlSSvY9eXmJyRCBqIfb04zAhcTk5AFnawNEsFE6YuIKAs/iYDKBqOLlGaz2+H7LVZlpLVk55mGjhQzdaOojMHbcsNPPqOMpKktlao5WVRIk0i5LkNBuqbJiTEFdhHONx0xlX6JSBBdKPFoLxlDBi2oTOL+5+7z6suvsWgNUoIwhoO9e5w+triQsasDZvMF7uZhZnWFqWckMhc7+L1vfsjV5eMS700JP3n6YaSpDbthg73pC+76iUEUyBzBMU3pxsMaGFKHk5mTpWC2+GwJy4/EzV2ESN5+wvm5xGfLsyTI4oxqtWCkIW0ngkjktuagWnBwcMDieEl3OdKFjlpMzFTElFwLOUClBDkMBFuVG0KUWKNBZpIb6aYOicD7nu1mQAqJFxatRoZR3XgPYZZbkmiIwjM/nhG6kS7XzCMslKR+aZ+1gyefntK0M1KEq37i1HmU8OgQWSjJXpPIWMZoGSfD6DzjNLKnMnNrERaq/Yb9u7eYr1qkjEgkJ6sj2DtEaIOyhn4YSNLyT/7ZRzz/9F2mKDC1prI1ydac9T37fY+sKqyZUy0WPHj6mEnsmFVzpCx1RNPvSE1kM1k6EhHDTy0XL3Rdc06Mw0BT14QYUEKUScKU0cYUO3wKP9j1ztoZNHBxekbwDm0tUikWTY21poxsu5Fl29DUc5bzFhkz2Uecc+ymgaYxLJoGXw3001SMT1AasLKISoRUN/X/8gEdc0YoVX4+lR2/1JCix+eyQ758fk4/+VKTFRCJPwgY5nLGZ77c43/91/86/7O/+CtFgycyCMhImmbJF3/mT/D/evi4aNSkRKXSD9iutwgpqY1EpoTwEyokXIwE54njyGLWMqWE15qzbqC5eVAt5y0X6ys2yeG8Yxg8QkqMNWgURopihnqRV0qE3XN8kISNZIcE0aEqS5IVuEAUiWw1rW44ODqintdszreMccIqQa1SGdhTkuRzGW4DdG2QosRo0QmZIq7fFWVkLg//rhtIWRCFRsqJGCUxglICJaryutXouSW6yCigDplWSur9OWNMrM+3aFMx9iPrYcT5SM4BESK1EDQ2k1CEZEA2vPbam9x95RUqLbDl0IZuKxaHhygZef7gEUrAql0gWghSMcXENI4EU/HeB6dszh4QYwYlkMoQkYwp4UIgA8pC1Jrd5PGiaDURBZSXY6KtAtJbejIRzcv1vwY7dzL0A4x+gyIhvCJbw7JZMj+Y8dKtN3jy9JMiq13dYXXwGotly+i+w+75GcJYapHwIRHNiMoBJSk7hizQRmNTJk49ySi8TAhGtDAsZ3uEsGO5V7EeHN3aMnZlRFm1CTmOyFbRuczjj5+zbA44jTv0AmrlmbaOy4uezXWkl5FluyC7CR+G8kEVkbmKzPKMyyzZJEfvI8PQcyAFx7pG1RJZ7XPr+BUShpwllcoM3TUpZYRpCn3OO6be8HzjeP8732EXBiahIFv6IDg6WTCpfXZ9IMmRPJf8uT/1M4x95IMHHxLDugib8YQk2KaISnN6H/jNvlD7XvS6Nk1zk1gpEKWYBUopxnEs8C5b0jMpS1LOOOeY3FRs8JUhO4exhllTQfSo2mK1RMmMjw6BQuVAt75m72Cf48USPWaex3IaSKKkJ1LMuHHgqu/ZDgN129C2LVFJRueZtTU+erKfkBEqSnP++2jp623hD8WbpqkUBckXUgQBtqr493/lL/I//4u/gq4rgsggiuhYZoUMgjff/iJf/fV/hB+uEZSyVYiJGEoayMwqrFaYecPUj1hZl5v7NCJv6sSTTwwu4VNg9APb0bEbRvYPViRlCJUEJC56VIwsZYM2L/hjniBlTcwjInmIkqwkrW3QteZw74jd9pJERtQrmoOXMNaQ1x8VJ66uyDmWyW8VIQSMBhnDTWmrNMqTn/A6Y62hEQIToQCVArY29D4w9Ro/BqaYycqjs8c2liDh/GzNol2x6UaoweaIH6HrJoYxk0n4JItxK3pUisicqGXCZssuC5zMvPLqK9x++R61hJlSCCOQpmUxP4SsWO4dsn5+ytRtSSkihUEqRQoeh8INcPn8GaiyiVC6GNR0pYmyYZwi05RoxMibn7vHpnOcnz4HHJU15ByICXovkRRGTfCZmD/7RPZHrroQ4j7wN4ETSs/ob+Sc/1MhxAHwXwCvAp8AfyHnfCWEEMB/Cvy7QA/8lZzz1z7rz5BasXe7ojvfME3QtIrZUYudrxhY8fHaMt97haNYdiV6XHMhLPVqBX3FGDITmUpGZCzS5dAnjKmJIuNTIgdRJt1iZPIOJQwxJ/pxxEjD2W5H21hODo8IydHterbXHUYWqJXLHT5kvN/gfctpF1gqsDFwu26YZonHp5d0uqe1iVZWHOWMlhlhK3opcUngx5FhLJnlmTI4KkSluPf6CXfv3yEFxbTpGVOgakRhOvsdY+xAGzpxQFVrvvDGAf1g2TrB2I+omBChpus2rPWcYDJtJTj6wpdYfbtjdXmNFDu8Hwle0U07vvne3yf4kQzcvvPjDLtfAFBCiP/uRawrQuCDI6WIrWtyKAgJlEEa0JXGKMUwjqWx6DwpFeerd550M1BSGQ0hoCmyYCsFRkKtDNLU5MayWLTUWjDs+uKjVCAI1EqSo+bJbuKbD095sumRTcWbhyeY+ZzofJn4TJBDJotcpjxTBFE+jFMY6acJKXXhgNxwb0CRY0QpwxtvvcOv/pW/gmosIgt01iVxIRJQHgbz47us7tzh6jtXdDHhR4dLkRQSWUmcLzLraegLyz5PKEoZK4fA3qzl6O4xtVJM40BjDXtIlNLMZi1KSrbdwD/6vXdvuEmZH/vcy3zpc6/B73zzha2rUIJqIWEbSKlYqXSj0c2cKFounWU2P8a4Yh3C9ezSDNM0VJ0i5BIftLbElmXOiABaW5IsE7ACjbCycKBi5PtGXRE9OUsGVyBxws45n9ZcdQMuTOzv77MwDc4N5JRJcSQIzXaMzCSYFFkaQ6jgdL3jejdgZUAbQ5vkzb/P4HIiCclsvuSV116n0ZpKahKWpCX7xyv29lcQi/jchwTBE8lF0i0yIUNmjjKCg4OK9SaRtGRyIypGctBMY080M5qqwmjL8v4Jexfl1CalR4pMSpRNnlJl+C+X155f/quDwwLwv805f00IsQC+evMm+SvAr+ec/2MhxH8E/EfA/w74d4A3b378LPB/ufnvv/gvIRVqdp9Z1Lz56ps8vRiJ3SW7SZO6DqM7ZouKi2rF5ARmvePanSP2Tjjwd1HTUxqZaJUmyAqnPIubSS/lHFJI1EzhfaKWCkTG95GUMrEqrObkFFErej+RhEfLQNu21Lolkdn5jNABO2/o+gmXFlgLSo7MteS1ORgfeT72KKFZZYFtNDsv2biMzwEXBZN3VELQSsskNKJKLJpbzI9uI5cHXH3wEOl3CGvp+orISD9cs5g3LPeOMHV5I/zMT/4Uy+WK3/zK13h+veHWqy/Tvv7TXN+6zcw95VAFZDZ8/NGGYeoh7nDuAqsU+7VGOMG9l36C5eoQP3V88zv/mHZ1BHAH+C9exLrmnOnHggxIU8CFSIwQKOq7nAEpsVXDNIycnp7iQkDmIhIOqTRiq6qiuimZyJzJMZaceio7Y1tbbt06YnAOPwUePn3CPAeS1kwu8PTimq998ICnu5Gf/rmfJ2nB4AfUfMGBNTx59Ck2VKSUSTmipSxDRyEipCSTSSmjlSQkgRTfjzzmwlWvLL/yq3+J1f4B5JLdFpQcTSaVmrxQSGU5un2b51//Gl5EkihflW6mk5emwaeRnS/kx8P9FSkkeucZNhtyDLRtzWq+YApzjBRE75nGgTD0CG2IfcfPvP4SRwcLJh/4O1/+BlrEF7quUkiSWmFqwf7xbS63E2HscBPk5KiCJzeWQdcMLnH9/JrOnyKaOXMOEX6NSdA2GiE0U4JKS7QoA1IqixJt1Ir5bM4QJvzg2O46ZlahBfgg6L3n4nJDFxzHRwd4QHIzBY5lFzZIo5kmj48VxhS5dyXgqMpEm9gkB1LQxIQygiEIhpgJNyTSL33uNWZVURYGIRA6Utk51XwBTcPw/BrSiFCKzcbhhGOaeiqrEbYBHajtnHv3XkVIwwcfP4CY2Ds+wh69ztDUdHnLvhFUtuFiVx6eViX8tEMoyVwbBh8ZfJnRiNEzMLLuLj9rmf7om3vO+Snw9Ob/t0KI7wAvAb8M/OmbL/vPgH9y82b5ZeBv5hIj+IoQYk8Icefm9/kffrMYzf5MMLp9tueCqU+0ydP1iUU9cbg0JLeF4YrcOS76EdevGR5MLG8tefWlE/bmNa1paasFsq04nNUIFxhCghyI8oZP4QQ7P3B59pzN7hykQeRIE2usTkxOslzOmc0cF2vPom6pK034+IzzXcejpzu0dxy1ATVb4q2i0Y5GWA7bJUGMVLJiZTVJWybvkDHiMigl0aIiBM+VMhAke1LSpszjT55y+vEpcyNYLWuSz6wvT/G6R2VBqtrCkdltyT5gjeZz926hf/Ydvvvpkh17sD3n48fPOJfXHPzEPRrR8ezxFnX5Ae/cm2NtA2LB9XbA5TWD2DFhb+KHS1IMAHs36/mvvK4pg/O5aMpUUcENw0iEG3xAKkRIBD4mdl3P4Caq2mJUUZFJJVFKlWjpdstyNqMyGqU1KWcen12wVJFjpUhKEQhMIXL7+IA0RD55/Jw/ePKUJ9PI/Tde56WXbvP0/JQ/80t/lldPTvj93/pyAYxJQV3X5JyprKG6AUsJpYgxoZXCqBsMhChN1BALuOz2vZf4+T/1CyUUmTJlAxiBfCMThCwyoHn5lZf5tuIHgLTJO1QO1JXFZE/VaPbntyiheUnKkv7yujT8MoQs6CfPOE00lWbquhsMcGa2mLOoDDlGUs7kSnBrb4nV5oWuq1CS2oD3Nbt1wvuMDB7nI63VzIyC4BBTR+wnNt3ANO5IKmFXLSf7exg9Z2+5h1UWFwP7swadMjFnck4MIaDbhv29Qzo3srm6QuSRedNCiMRtYL25YgqJ27duc/fOirOrjtdeuc/+Ys63vvUBF1eR04sOIzIzE6jEHKU1FZ5KaFpTsbAD5Ju1RbKLERnK2iwWc166f58oBb1Q5CSYCYHJkauLK7bna2pZBqVm7YzH2w2jGG/y+4pKRlSYyOOWRiteu3eLVat5ennNREuYdpw9P2NnJlavHBHUyMXFFrbPOV4o9N4KIWpiEsjtQBgHsrRoYW56SJ+dgvqhinFCiFeBnwJ+Gzj5Q2+AZ5SyDZQb/8M/9Mse3bz2//FmEUL8VeCvAlSLWxx94Y9z+gd/QPRX3JlFom0x0dDWB1QnR4h+TXd2yjz21NpjZomT4z2+8IW3ODm5y51bCyKi+ESTZ6UUIgsmF0Emut4jlKDJitPtmkbD7bzk6qynW2+I0qCUQ9aOt99+GVEL1l99yuUwUIfMv/lvvMNvfuWbONczt3P8dUfcnXKhKpytWRhFLwSzWUMVNZsYyb6jS5S8qtJlV5clUSSIAy5aNn2gUoqDdsKoGZ3TDKcDM2uZrxR9rJnWkdRDbzx5vMLnM/yU2VuteO3kHsLc4ptXHW+/+RKHM8uv/b0v8/GTS+6+MudgUXP79X0mcYvHVyMPnpeG7PxwTjLnXGw27Porhv6Sk+U+3wX9otZ1Wdtim8kJUkbKjDaaHPkBnnW97fA+0LkJF2KBPlHkHORcWNyhiEastRhdvo9SKEbvOLq1j53PqZuWzgX6YeL44Ah3fU1OmvPLHevOY5sZb7/9Ba42F/y5P/eLPHz4gPvHh5xfXnC9XiMQNLMZRoqS5BGCrEtJL8aItYbRRbQowzY5ZxKRpCQ/87M/y3y1ImVQWRLLSBGIm84bgpwFCMFq/5ApJdJNY1fZCpkybdsSUrFPDePAOI7M5gt8iEVEogrPf3Se2tbInHH9wN58TluX0f1xHOh9Txwd+/MVm93E2dWGX3rrFXiB69rOVsxPXmXz6CE5diwthLpGRokxLXKxADcwrdeIcaLFs6hguWp56e4dVot95jOLbRpk1mynnpU1iFS+TzEF2izQteFw/wA2a5J3tPV9hsstLkxEF4kpUTeCt9++T5SBdnHExfoKYyX37+1zevYULRPLeUPqJ5h2DL6QF60UTBQKZHaZ3nti9vibkhFScXjrCG3qgjpIHp8Mg3MFtWwSUlqmrPCbSM4JUwt8NsQuQ5B4mcnSMU1joYNWFbOq4fhwxsPtyL2Tfe7fD3znWx/y/HLLiW2ZVYrVvkWaO+ymxHoX8Hh0o2hSLJHgFFE5U/0RCdd/6Zu7EGIO/D+B/03OeVNKdeXKOWchxA/Vjcs5/w3gbwAc3Xo1P78IbIWhbfY5WraMpnBhpAsso0DMDYu8h6gVn7vd8tqrh1RVQ1UvsWiWRjGEEaEckogYIrJpkcmTp4iKEefXqMZAGpjVAlvvYVgxtgdsdlc8P1ujRcODp9eksUYoyd7+iuuzaz49vWSaHD5J+inRjYmmNug88NE4sdIVQjpkrvGqY+czC2vxosa1Eekku2GH0Yam2itRNpewoqcF3GZkVIJBRlrbUC8r5P6cvJmwy8AQJ1Qfyhh/jiznM1qr8CTuHFjOUXzle5f8+X/nj3P4uc/z7MlHyC6SreapOmboEp+eP8MPA7quyc2KZu8Wq0cf8+3v/D3u3P0x1Pzkv79G/0rremdvkYUQN/vXMsxUxvwLdEmrwneZQofSlkqkUlfVpRYvU/m1fpgwdUWtDHFyhBQZ+6JHPJy3aG1YX62ZnOPJoyew6zlOnkk1PHz6DGJmNWuwRvAXfvU/YOh2PHv8KZ9++EHJs8+XWK1xbqLShd2epSB4T5Lyn8fkRCFZGiQxJaLSZK34yT/2x8hSlY5USogsESJQJKll0jkjEBlQCmEsKUxEn5hixmXNRec4PT1lvV4TU8BWlsP9Fct2hrEVKSe0NggkU9+zrCxKKEyKMA4ENyHI1PMGrKWfRv7WV77OL/3YGzSt+e+v0b/Sut46up03fWIQisq2hdipNMo5kg80WaJmFSbNSEZyuDAcHc7QVYW1LSYrrKIQPFUgS8iDB23wzhWuf2PJccC7K6KfiK5HZWhNhaIiXu2YBoepZlxve169/ybduMPnkavLDePQoygkxnEKBJ9ohUJnx+mUqFXxOQwuM8SJ4WYuIglDrArKYLZ/QJQCKxsMEhnBkrA5EwePl5IgXYF6WYWYN+TeIapYTh4E+qkw6oUQNM2MbBpkVdFYxfuPN7zx1l3mxydsNpeY3mHsnK3ZI7rE9fo5aQpl+GrW0i5W+OtrttvzImep9j5zzf6lbu5CCEO5sf/fc87/5c3Lz79/fBNC3AG+T516DNz/Q7/83s1r/8Krmbfs66IG673koUyYWcTqiVZrVq1iNT/i3r27VAQOlpZqJrm66ko9Nzu8qJirxOADTBMpG7LbUBvoh4DImUYpumFEWUkYJNv1RM6KzeYCHwfms5r50YLdpuPq6prlYctx06LkM87fe58TVXO18zxbT8QciBPoSuBkwolIDAKJR/mKeW3wKkEKTDtHKzUH8xn1/jEnn/siH3/0hGePHvLaXsWtV19CbC44u+zY+i15vodzlov1jnndMNelSReTpGpqmvkM2Wi6EBD0zKs5Jzrw4W7N9772Pe68+TnaPUlcHvDp6Yisb7F5+j7d+gJlWuQNca8fH/LuN/4OB8cvc+vgVfzVGiC8qHWVUtw4JIu8OUMhQwqBUpIQIp0f8D4wBV8GmKwFKfHjhJWa1WyGMYapH9CyWOCtrYoTc3IkYLlY8uDBQy63G2bGMjlHIvFkfcbaD0gjOTo5YP/2Pm2j6S4HUtfz/gcf4fqemS2JEjdOCB1AKlyIpJQIOZeIJBklJUYroi9aO0QhS77+udcQJEiR64uzgm3NI+v1hoOT+7SLAyIgs2RwIy5nfATvIi4FQpggCvYWLQerObayzBdzdrsOUnFsRu/LEFgUNFXDwbxhGjpy8EihCc4VrMJYBqL+9le+zZdevsMrJyty2Yi9sHW1lWWuS2JnCpkLFLICLTx1JakMNLZmedIgU2DRGkyj6QdXxOV4lK6oZGJ0rkx2Jspu1GZ2Y0Bkw9xWXF5es3UeiWLqBkyCi+srBt9TN5b9OyuQsB12IAIzIbm4PmVzvubA1AxT5HozgohcBUHRLCQmAn2EPgZiMFhtiSIhZLGZ1bbi9vERy9WK5eEdnj56xnV3xVEbkbY86J0bGdNIqlrG3cTp2bqIaJIgp0QMoKxm/+AQYRVSSExVQ1a46DkbOp5+8pTV8RFtKzGLFf2Y0XZBt36KGzoQpqSEtiOjvwYSSguiE4Rh/Kxl+pdKywjg/wp8J+f8f/xDP/V3gL8M/Mc3//2v/9Drf10I8Z9TGjPrz6rfUf66fHq5YScysxCY4hXddc2+hZOjJa8eVRzNF+iokHRoY4ixo99ck7oNqjWkjjLiO0n6zQ43RYTNzGcNHsFuLJN8Y5B0m3O6wZFzwhqLm7b0faRtK9SoOLl9gpsuuTq/4n50/MTeigchYoThuchsw8DzQZBk5kgLjDZshSKnikorKgnSVGxjImWHqlrs3h1CPYf5krD/Kmdc4voNV3t3eeMX/m3moePd3/4d5NWOuN0y7DZYl9GNRy/3sXt7SKtpG4OKMPYJ2dSFGa9HjMyM12eMZy0/86d/nOmn7/Pud3esxJonj56xd+ctzp6fs+6uEMuASYb3vvdPaNs9ju98EaaAsg7g+kWtKxTCoZelxhwSSKULZ19IhFYE74uFKRUbTqUUWmsqpTBCkklMU5F05Bwx1iCULFhgrYpNKUbm8zmysbirDRrIlWV9foGwGqkMYw58/Ohjvvrl32Tz7Ay37hjWm9I01QJJxiiBuWmmWlURcxl2MlXEWIsJkZRLRl0QMFpRa8Xp44ccHuyxN5/x3re+Rre7pK1KW3W73fKFn/jjIAVX11f8xpf/MUmKMregMyIHBIbJeZTSDM6xGycePztlu9lQGcO9u3cgRdw40LYKUiisJK0QSqCUwQ0jSmi0V/zXX/suh/M5f/JLb3O9vqIEpl/cumYk68ExKYmMkZB70mhpJCwXDcfLitZY8OnmhqlK32saCW4CqxnjBFqSg8KNI8EnhKGgdGUkxpGQG1ANMnuGodSclbUM447JRUxtya7YvDaXl2yuL7itJbe1QtWGWmt2CsYEuyBxEmoj0VLTI0EX5r2RAYRiiLGUQGxFtTqkUzMWoiFWSx5dfY/dow+YDlbcf/NzLK3FbHrEMDGu1zz49EPyOKKURusa2oYsRXEWIJnGCFqw3W2IRAYvcH2PlXD/8y8hXz3g7CzQVoGr88h8/y5DP7HrtwSdMUmhZYVPA0JVkAeU/FcHh/088B8A7wohvn7z2v/+5k3yt4QQ/0vgU+Av3Pzcf0uJVX1AiVb9L/6oP8D7wNitSWMgq5HYOV5Zzvm5t+7xyv3XMDmhUwDjYcpsL56jTOCgrUlu4PriGlcpdlIy04bB9fhJUZmax4+vkbbB1pqr02vaRUVdGdaXO3abXalzSovVgoSi60fMfMbJao9+2vHVh89ZLxbMreDh5TkIQVNXiOiYVZmDWnHlDRUKM6tQuSRDHl6csfaKhTEc3L4Hh58DZXCH+3z66Awbt7zy+n2SXPLuWcOd10+49ctvcW+zJZ0/4PHv/Qbh6XNKmqLGzlbYmUT2E4v9PVoN19sBdXNzC8ETfMc33vuA9Fuvc30V2Tz+hObogHt3j3j24ad4u2R98QQrBMKf8ezpt2hnh1xfPSHlyP1XfhpKrfXPvoh1FUAKEWssZtmw68dychKiyA7ISCEL2sELXAzgRhoqGm2w2hQwWy5HeO8LTKyu67JuTYWdtax3O2ZH+2jRkKWi7x3r6zXZJSqpufXKPbowsb1Yc/rhx6TdgEiS7AMhlmOvtRKlDFoVOfHkPP00kI0h5UwIoZw4ZMnpS5XQMbKoLdINfPLdb5LDyKzS7IYRpSSHh8cIqSEp+nHgw4++zdff/SrLXGBjWWRScsUN4AKBwG63xXtPzpm2LckoJRWV0YTgaKsCPNtNA5WxpJTwUuOU4dn1lu89eca7j54wrys+/G9+HQH83Osvv9B1jSnhxh4RwZqM846VSbx+a5+Dg4Mi2MiZKCJhyvS7NdpmGm1RKTIOHckInJNYKRncQAqCyrZcXvdkbVi2lqvLNbO9lnbWEHqHmyJnmyuIikpVVLMlU/CMnWNfS/LkeXDVM0OgROZq7NA3wDnnUzlRSFj7BEpQWU10gRgk18OOnRdoIWgXK8zyNsIuuI5w/r33qBmw+0u0qbmcZsT9Aw5fPWHedVw//h4fffgHqBTIKpPkHGMrUJAHh2ktKQZ2wwhZII1CRsjR8fT8HD46gmhx1xe0ewuODpasTy/xumEXrojbiJCBLAXTdmTRVARZ4pGfdf3LpGV+k+/Tkf6/r1/6H/j6DPyHf9Tv+4cvQQHz1EIxZ+L1gz1+8ovvsL+aUYkAY4fImW2YcLsO5R1D9KVzniNNVXF2+pzdxnFwdETymWG8RO0qttuR2aqGtGBYXzFtNdvJs+s9fvKIWqCURdU1GMO03fD8dOBwv6VpF5w9v+KJGrmjGj4dBJMvgwlWG7Su2AkLWmKFAyM5v1iz3awxjWc132c122N2co8kWpSG80enbK8fcvtgzv69t7l++Cl/5z//mygPYn7EanXMyet3OJ69w4w1yWtUHtlsLqhcw0t3D/E5MvRd8aVay85lpE5I7Th/8CG/93c3zGe3MH5kt264+GTOwe2WxozIOOB3kVC1/Kn/8f+B3XZDawU6JvrNBPyjmHN+MesqBPvLBXVVlay2D/S7UG4OApIMiEyx4EhFpIxZex+oUAgrqGY122FidI4YAm1T0S7m5Lriarvl/HpNSolmGnjp3h3e/OIX+ThJLq43TKFYkaYpsNnu6K53fPH4BCFLaqepKpS1SFE2tyEF/DSiqxpSLi5bpQip9AJ8DDfYgEQlJSEnJInri1NuVyfUleHi4gI3OUJT4/uJpk74FHnw6Dn/zd/9rxA5kRWIkIBAihGix1Cgao1VHKzmOB/YTYF+dFS73Q0EzEAuSaMUwc40/ei53Ay8+96HPD6/oheRw6M5IksqoTicVcimAnhx64qgsWWStM47Fk3L8eEhbW2RyReFYs4M3hGcgxAYRmhs0dlZa+iGHdudo64bko+kPJGVYJwmiBO7bWbqe/q+QlUVbbvAVQOdG8lCYmqDMDVu63h+umV1r8VUDddXO7IWzOuay6En50ix+yUkNSOqkGMFRAnbcaDb7ZA60FYNlVliVwcIDME7wsU1frqmUpn65B6hv+b3f+vLGD1jdvs1fICzzSNae5uZ6NFRIrIj9OU9vbecEVMkppG2KnMrOxdJuby2u7rk4bsDq/khNke2boNfr7EzRUwTZxfn7MaI15p5u2AaRzbTRCslVqrPXKcfiQnVrhvQQ2Y+y3x+tuLtN++hRM9wumbIhT2S0sTOBbTIpLGj85JH4yn7+5qcGnw3kXLkyfNH6FyjqoSdBqZtz7aPVHpJlpkUMmufCC5Q14boAoO7wlRz0BUuJ1Sl+fZ7HxS3oRI82I08XSd8rmjrOYfNnGWIaKM57a5I2dA2c1b7R9xtb3G93XLvnVfQaY4JkatYMUroY2JaP8USOD68xVVv8XmfafMbxKHHntf0Ci4/XvDULLm7ELyEZlqfMx96Xn/7LYy0xKFjPi+QqMmXYZvJwbQJnBweMCbHxbPv4WViTxzwE194javQM7//Ji/nzJMnT/DjxPnzp6Rmju87Xn3lZd75mfv89u/+n1/Yuiopaa1B5oAQiVVjMXKfMWYenZ0TRcmBu2lCKItPGSECVdMy+YBOif35gtNtx8WmxMn2mhZUQf4moL9B705Xa0QGt5vodjs2u13RrEnFBx9+QhCZ119/hd3k8F1P9oEYEpNzODlCVVPVGq0VgoTVGm8rnCwGL601WhX+iVaioImTYHCOd7/5B3zwvuTWyW0+9+bbLI5OGDcXfOO3fpfju09p9vd59umnfPjee9y9dUQWikYp+hRRQSCEISRHjBlhLGjD8dExezEzdDtkdHjniaH4SLOxZATOObrR8bvvfo9nmx1RCoyq0LqiqRu8d5x2PZcfP3hhawrgXcBGQW0Tt0zN0dEKEOAGNuv+pq/sGZwrBEw/EtBsUsesFTe+VInPgfXFKUZY5vOK6IpebteN7HYjSMjbnqRscebmyDBO9MNEUBW70ws8gb3jQx48fUYOmSkn+iFyvvVEYFZXzOqGJqcCCXMDk5BoXWHbhv0ji6nnrE72EdEiYmIbJVFGnp+f43YXNI3hzTfeYtQL4pB4/umvY43l2F9wtd3x4SfvczTb46iWHFpJ6DdINAe3TxBo8CNVXZfpZmWY2UzYFQ3ncjbHxcDm+ilKS+ZqwfFxxdXk2WSLafchXCNiZuh6ZD1jjD3NfM78YP8z1+lH4uYuskdNPdHA/v4duq6MzwstidIRncddXtF1uyImyNC7TO9H1peJFCqEVMxmICvB1PeMl447L+0TbGRyHVMOeJ/JuUHgefneAbdPlnzjgwc4GfFjZuo7KqmRqUcJmOIGIQVVsyB4j4o1XkQeX23pw4gfdigVuHXrHlrGogEbFVfbievv7ahM5C/88s/TJ8Gv/ca7DNuBJvbsHR+Q5Iyn3/gqV4++iZt2SB+YcESpsCNMWbHOB+yNjuA9h7ePOLi9jxANJgn6aUeYEiGCj5HrweOy5rrfIBa3md/e48nTx1QxMXvjZ/nku59inz7lz/yZX6BfX/L4k0/58KNTLrZnLGeS5+fXyJfeeaHrKgGSZ4oeblR3mszOu6Jqy+UmiRTEUFypdV1x9+V7bK6vuXX7NljNW+98kUcPHqFTwo0jF1drghJo2zCO/gZVUCGrGU+u1iTnSBlmpmGXPAmo2xm/8PP/JusP3iOHSPSB4MvO2eoKpQr90WiNVKpYdHI59sosUEhEpjRZyUQJSInMkddfOiENW8Ruwwdf/T1EXTNbWHbrC9Q48I8vnnEVI43VhBAYckljTCkxpkgIqeTrq4p4s4M/OzvD+4Afe/YWM/QNJiHlgnFwIePHyHsPHnO+3RFFQV+//c47/PIv/zJf/OI7PH36hK/+7u/xa7/+6/DsswdefphLEJF+IohIs1riXESlUGKEhDKJ3O8Yx4Fwg+HN0mDbivV6oq4UQivqdk6SEuFgvR7Iey0jBbPtQirvEVlTaUXdWhYzy2azRlWWcRR000RlLLf3Drh69pgp9mQyUhlCDihhSULeIJojIjikiDSzFVImgkvsnGQzBHbPRqSM/NRPvM4ywfsfPqGKkUaV9Nr6YsOzZ9/Fdc8Yd2sykgfdhlEKVHQ4P7K1M1oXIHgWs4Zm3kDWWCRTHIkh4eKIC4Gr3YhPgtEHopmxmFn6bssYIhy8wrP3H9CfX/P5tz9PmAZIidnsENtochx4eL5lJ/51YMtImNvE7XnGKo+IE2RJP0VspRFJYWYL9oVms1mzvuzZdBuczUinUFkQYo8IhmgkVbNEzCyXVx3OTxy8dMJ6PbLZbSA5lLF0VGxjSwwVU+jwYiIJSCKBaaGumUIkxESII5uwZrie8H4ih55sLdkH9vaX7N17jbatcT5y8eHHGH/O9aefYlXLP/29e6R6wfXzT6i1xtQLkjd88s3f5frqAZM7KyLsnFA5o7Mh5pEQPT4aehM4PliwurV/M1wxggyomLHGAgEXM1pMTMLhR0fonuFmS+rZAVcXV/ztv/lfos3EyeEtvvE80d7+Em/8+T8B3/iQ/su/jjmYYc6fcvqtP3jBC5tLvl1IfIyst1tChKfrHTkIagFClhqu0Za91R77J8fU8xlTjDy5uKSfHKuDPbpxYFE3SK3ph4GqnjNNnhAzWRZ42MX1tghNpom1m5A3JR5TVdw6Publw1t8/d130UKQgGmaqJumyKxVi9ai5OhFcXkKKVGyjHx/nxgoyIQcySgaaTHjQD4757g1GKURdY0TiYuHT9j2HXl/wYPnD8ku0dY1Q9+TbppuSWuEtWQ/lTLGOHK1vi4IBsrJpzYKoxZIqenzUJJA0VHVFUNIPDq/xiEwtuIv/aVf5X/1V/8aL710u6Q5pol/68/8In/+z/05/t1/73/yQte10olFDVIE/DiQEKzHCSUVKkuUrWkTTNkRfcbnG6tokuy2HS6MzBYNU3A07RxRGzbboTBqVku225GpdwgSIVlkU4NXTF7iUmbMjqxANwXDm6UkaU32kdGPeDxTt8FIAdkhbXEZN01Ne3CMqSuG0ZMuLlFxR3dxCsLw/qf7oBvG61NYWWZ1TZ0U3fOH0F8yrZ8z+Qnqhq7bFrSwTDg/4fyM0QpW8xnNao5IiZg8MQWmYcDdzHe4mJE5kmQkxcTUrxF+Dsqy2ez4yj/9Ha67K0w14+lO8MWf+VP8yZ/7SbqrHY8//C66Vty6vuT8euCffMYq/Ujc3NumJuga00himKgajRGCxXyOC4H1sEMhsfWceWtI9oq8k+RKIweBbg0ptGhjCEbSD4Fl27Beb7G6QXUZFTVmMYeQeX7tef+b7zOvDbWS9EqihWTcjYzThH98yuQGNtMGskdJGLxHOEcSjkZWiCCIKIZsOL285Gdf+SJvv/MWX6lqZHqTL//2l+nDyMff+TqeRBrOmB++RO9Hjm/vc+kP8c/eK1N56YZbopclKSBhSh1u+5C91S3u3rrN8mCvGNgjbDtXmoxKEFJgjCPN/i0+9xNz1g++w7PHZ4zTQ2p9iK8kYjjn1YNb/Kk//QbLeuJ5PuU3/9uPePTwI1J3ya5/zsIYlsvP3gn8sFfMILSl1YpN1+OyZO0dax9gjNh6XuQKUnJ0dEzbznAh8O0P3ifEzDQ6MoKLzRqRE82JvRFbJFw3gFRIrSj8pIyfRozSXJ6ec9V3LHRLFoLZcsG9e3fprq/RGebLJWdnZ8xnbTH17LaE6DHG4qaJrDUxFscrotijEGCNJmeN0JoxAghyzIgUsCh0Kgz1rOFob49kK5iv2H7yuDRoY6GPNnVD9AkdQbuE/+d4SfZWK9rZDDeVG1tjTYFHIRCiwNXK18Iwhhs5huSXfvEX+Q//2l/D2orTR49xrmccBy7Pr3j++NELXVdjDUlVVLUkx4jUZcDK1DXBlXKXFAJpa1arJWFy9G66ObEIsgWpDFPKZGPxGay2bIfC+anGjEKjqvJQ3fSe00fPSX4iuZGsNC4JXIIpCx58+pCrsysCgXHoSodQKYIbSCrSmArhCwZiSIJd3/PK0T6vvHZE8gnCEe99+D2G5Ll8/qis93iNyneIydPUM4bYkjdPmWlLrAt2eDsEfPi++AVmbk3dLNifr6jrBqUU5MToAlIW+N0wjsTgWMyPObH7DJfPOD29JIdLrJoTtGDqN+wZw6ufv8XnX7vFW2/f59Nvv8/52VNCf01IrpjZ8gucUP3/1+WipKsWRLclVxKhJcpoghBoq2gWLRWJ9cVALzVivmTWLti/vc+jD87IWiNmDqTj8jqw3WUuB1+Ex53n0bPnXE4TMWT6oWfNljgmvPJYAJHRlJhRyokcEiFGvMwYETFSIKImZYE2Cq8lhDLyPe06Ls6f8PD0x3jrF96gfSXy5IMPcUrh+o712bfJcaJu9thuNhze3ufJxcizR99CuktkJTFOEnxgih3ZRWzboqoWBFRGszo6ZnWwR5wSmYCSkpwEbnJMDrRZoHXFF+8dcOdP/gS//+FD3vudr/M/+p/+SX7rqw9YP3zM/dUB9378T7A1De/+2jeYNme8ce+QdvEGz07PWJ+dkqsXK+uIuXBRootcXm2JpuJiN7CbPLhErR0qBqSCqmnofQChubheU9UN1lb4mBjdiFWScXKEaSLFhBtGmuWCcRpIPkM2WKWZGUsjFDNlUQiUVlxtrvjaN36f7ulD3j48YrfdEmMgpszF+TlZCKxRKCHgBocwOl+IlQaEgiwSSivmuqWfigaxyx4hBZ0PDNlgRHFm4j1JaWZE9mPg7jvv8J3zx3z92VO6YSKkiMwCAQUcLP65Lamuasa+ZxiG8vNWo8WspG5uvqcpFRDZNBWqpLVFpv5/+k/+E/phZJoGUnQIkUkxFgfpC7xCgk5a/DQx4qnnBk9gcgkhQFqNQTD0HiEs0YKuKlqV2VwOGGVIlSfliW5MCJcgu1Km6xzrnWM9jsRYxCqTcKis2PUb4jQihMQlyXXoEeeC56ZiWVlCTkQ/IQWkpMgZtJVELYuXVYDrB7bqmqvdffZeO8YeDlw/O0UYA33PuHtGCI5KV+y6nnZWBsyuLh+TpzUoqFUBkDWrGVfDlq0XZKGJIiGVoF7MqZqa7BMxegQCowzjMDFOniQVMcHt1YrV6/f48Mkp5w8e8ZM/83kePN5w8fQUEeHolc/BnZf5B1/+fbaPPqIyYGzNZrul32ww7Wcjun8kbu7BObr1c1Q9p7INV+srZouKk2aPOEWmTmCWc2SrEWFH8BVdmNg8O2fMnmkz4WJiG3c8O93hY8b3HbCmHydkKNYVpSDHDDKDMBAyQSTG5NA+gJoKhF8oskpoYTCpNHKUBCUTMQpiKoYbmQVVDLjtGd/+g9/go2enpOhg94zYXyHDSCKBUDSzipRGcjcx9u9hhguSqkspyDm01mSVkcoyb1bMm5qDWcXx4SHNrGZmJIOfcIMnytIY8tHhvCXIild+/C0WR3t8eLrj8bllefI5fvthzTbscfclzU++/QrvftLx4Xf/gLG/QrY1J3fuca2XhEGSLtdUQb7QdY0hcHF1iVWWLibO+h1dyAihcdKziZ6WyCsnd0FprjbXnD66YtNtOT40qEojpSyeUiHouh4RQhFdQ0EFSIlPAT85kgjoLEg+sNQVIQt8GEosz31/LSilmxBo2hlCSqRWpfwnBdknAqlQIIWmMgmVAlpClLno6yYwgAmlRh+SZMqlThwykCpMTHit+PD6nP2m5Z0793j58C6fPHnGs/NLIgIvMo7E4CZiimilqeuavb09QgilZOQc09gRYyrDVLlM+E4ukGIuU6lWsd1e4ndbEJIYA1oJpMxIlTDVZ6cqftgreM/2+gy3aqhazcV6S7aSSlh8zASfkI1htpwRVGZ0guuuY0wjOhsGV4bDtm6k6xxSKOI4khkYvae2zQ/wFKQCZ0NXpJCQlMjsMEUiDiEhV8XTIJMgZ4XWEqFF0TTKQoLNmWLQCgHXb3j28D0en1/Q9z15XEO4wRdT9I9VPSfmQJgi0/ScNG3xVMgEMQem6LA2c7xYcce0eJ8QObKazTHWYJSgnxx+LIY2csZYTYVB1C2Ll+9gasPZZuK609TLIz69tgy+Zrk6ZLWoeHblefz0O0Q/ElNg1awYVYMzkSQ22D/CwfIjcXNPwZO6K0TTkt1E0y5xybJ1msYY5nsjcbpEZcN8OWPTbbi82PHhOjKsS1RpGneMcYfPuUxgJhDJE3KgFhIjalKGJAQ5BbKZ0FkRo6Aig50IEVIsOjijJDlHshZkYcA7hCrmnXKzcGUYZb4gZ8fm8iM2m6doKchEUvJIqSBFdLtk10+89vJrOGZMzx9hokEmjQs9Uc042L9HsDXbi1MGu8/x0TGtUNSLFfWsZux2TD4WFKkfkSIjTQ03OrDVwQFBGfrQcctENvUC9+wZV88+5Y/93Jc4ePsVPvq9B9QqYJvAlhVTmmNTYh4TO9mi9Is19ighiMGzjoEuC7wQzKoZwxAYXAwx+AAAHehJREFUVGBH4HA+ZzlbcNENfPToCT5mjLElGSIcWYkbPEs5qWTnaNsGrST4AD5ilWKcHIMbiCnTuQmbIkOKuOhpEpzsHfD68UlJHKjC+K+aGq016/UaY1vIAq01AWhmc4IPrIREe19SWkqwG3pQEpkEWgpCynzw+CnPLhQpOkIGHxUiRTpdmCMLaTFNzS1tme/tc/fWCaeXV3g/IW9SxjElYnScn5/jvSeEgI+glaA2itXeqpRlUqQbBrSqyoNJZmylaFpLmhJJFPF4RDCGgdZKvHjBso6YiOMOd2DwIaFsTZAWHxJZC5TxCBxW1yQF26nncttxMWVEGCCO+DgxhQGEQKcyrWy0IJIJaSKnMkzmUyYmRxCenAM5JchFIq+ioFUVq7olR49EkDQIY5E54YJHK43MFPuWANNURcLSnzOsT2/k6YkQJoSQkDPaWIYpkKXhvEvsLp8RgycEiHFiFIG23WMKFRddz7yxnBwdUiOpmgpTacI0EUPA50h2DjK4BMOUSKOnunsLPwkGn1mqzJgqhotLNptr3njlLu1Ry/rpDmMhicgoajx1EZqEwCQNQsbPXKYfjZt79Kh16awPFmbK0qjStEEmVvN90HPylLnajoAiesnp8+/RCEUUS1Jb4XcBNQ2gRqSqECpReU0SkiAjTdZEA8RSK0261HuFkwQsRiVEiiAUCQg5YrJHyjJFm7Ig4hHkooVD4ceBKCQCQR012sxwKLSC0HuC9/jtBXUzMYlAv32GttDnjBQ1wjtIE7t+Tbh6RE4e1UeUP2S1Mrx8+yV0FIiUUSEQvUdqT1XX9EPG68jscJ/LMTNuEw8/6Vi9+jmuH13y7ONPOH12zX/9D/8Z3aj4/Jfe5Mdf3ufbDzoeP3/CUk28+aV3eHSyYCJzfvlHDpz+UJdWmtliweAmtruBKGyhKvqSeHLBF8nx5PjO+x/RhcQrr9wjele0cbGkQ6SQBTPhPSKVMkMMAqkNCpgmx9D3hJxwPhRGek44AvVsxqtHd3jt1jHCj3Q5k1FIbZCAn0a8dzhnSSKihQajcNNEaywyRVRKEAIxJkIKxFhu6l5EshR0ceDk+IjazjFWo22iEaaIRaSl0TVydcB66ri62vLs0RMmLYlGgJdorchVhZ8cRilaaxCycFHcNKEFVErjkkfkUnvPUmGqG+eqAFvX/NTP/swP+lO3T27z1d/7Cq+9dsK33v3qC11XSNiQCUCXMjNpChdIRAIRWzUsFxUVhvNnF4QIdT3DbZ5QC0mkImlFihETAzAhhAISMgliEgiRyFEQCGWIbAokQEkgZpRuOJq3LGtb+P85EAUIUWYPUszFeiTL9IRGI0WZhi0SF4+OhQSZyQglb27gkZAdxlYM2VGLyGxV4ZJCopHBEkXAVnVhy69ahJRgJETHau8EcfPIVmREziAC2lhikBiZsKt9fNbEQbK+9LRHR4xXHduLC7bbgXe/+xF37p5w55WXuLs/x4slp5dnzGTm1Tde572PPuDyasOThx9+9ufvBa/6/09XFuBtQuZA07Q412HmLVVVYVVGmcS6d2QvqIxhf++AZjlwNF+S9ZLrNGO4+hBiAmOR3qMIBGPJ4kaLphW7mGkoI98pCZzIqAxZG0QWBc6aIlICqVAlpZBFLiEzIUpUysULSQAJorjuEVkiraauZsgo8eMFwY8lQqkqaq0QWaKEwqVESBMiZAK7YoTpe/YXKw5uLRnXa5arhi+8csze3ODiSAhbfBJFXlG3dKMo04xVjVzMeHNfEK3gO+8nusueR+9+g4un75Fj5Hqz49f+gYO9hlv37vLB5RPkbmL21j0O7t9iree8ulM8+Gb3Qtc1xsR68pzuRrJqcN5zvl2TteD1u69icqIRCScyz67XHJ6c0G139Lst+8sFVWVLqiAVp6oIASWKrWlMEKXCFKkuQIkrQnFPorDZE1Nmb6lx4ZTBJ0S8YcrHcmOvjCSljHcB3TQkVcBhwTmkNQQyKFl2dSmSQyLnQi+UAmSOvHF/n1/8N17GCoVA0YWIcDVmmTAqUasZi9uv46Ugucyn3/oWv/Zb7yNUIN2givPNv2G/qbm1t0JaTSQz7kYI4G7k0yFKhDTlnywiSmpSslxvPb/zta+z7XtycPzlv/wr3L57zP5qj71274Wua8qZQUSmyTNfznB+JElobc3efIU1Eu8mhhxwMbJcrZguN5gMspoRZEvoThEpkYVEBMrnNWtCEFhZsMJZZGQCSSIncPJGQl6aIFgriXEgUpR0MYNEk1NGakEOEqJAGnuDXM4QA0LJQlQ2GpsNKWSmqQxfxRARCCopWM1qbh3UxCExhokQVGnAaoUClu0ee7dOmKaR1d5L3JKeFBQueGKaCg01Z4xtEFlR6Yy2Dc3hHneOGrKUXK07+q3n6vFjus0ZmcwwDHzv22vkYo7Z2+fRg4fEzZrDWyt+8s4B++N96lnHcHn2mev0I3FzV8BqViQM4zgglCF5Q8gZQ0ZmjZYVohEMuw1ZSPaPj1ic7einkWo6p88dSoNOK7SaMbIljiBlYK4NqMyYBY4yPm6sxHiJEhGtMw6NQBIpUTiVQUpFiAGTbxpFxFJqUao8kQGEQkqNkQ21bcqY8DAwDVtijDfsj0TdzJmePSlWlTGh/ITrd0x5BKsRIuKrBYvXf47Z9XNas8dBVXN6dkbTCNpaEpNgPqvo+o5dV5pVwyj41scbxn3PkBzf+OiaPSL/3i++ytlFy5e//B12247Ti0f8rf/s/8Z8dkSlYXFwi/GjBTTPsW3FR4/PONt89jHvh72SgKtuxN2UF0Bw9/Zd2qYhZnj+6AEDYKpCPVyvrwlVwfqGGBCO0gORCikl8/mMNI1M3hNDIHp9w5sUN03DcoPsh565bYiTwFaZP/NnP8eqafnmtz/l0289J4VcSIPSMMZEVVmW8wbIxHRzlFeaKZaHvxOSICQ+AVkiskChSvkgQ0yGWTNHo/nkdOT/8V/9Bv0m8DM/9xZffPsWb716hLErtIxkmdjb28NoTdf3UH7LwrERgtE7qrZh3XVMZHwsDemSivL4kFGxDFkJVU40F1dX/LMvfxlrDNElaqN49KcfcXCwz4PHD9k7/uxhlx/2EqJ8rmJK+OBRWdA2C+bzCi1gGqbizFWakBzZZbS11M1e8ce6NSKPKAmGlsq2+LQjuYzIHoMqA2m5JGIkxYWQp4BWlACEgvuvrDBCcnm9Y3c5QBZ4P6FTwUVrVTaDSFn8qEKCUiQUqAolJCEkki9UTVJGlsYcWlf49Qa1kOSsGYee7773CZNzHN09YH9vwfxgRnv7LephTSsa9szIw6cXBYymBEKBrTSTm/AuMVvssZsSp6cdOz1nColPTndUyfP2m3t0veHjj54zIrjaXvPP/ulvYH7rq1RaUjULnl0cc++Vp5ha8Z3HTxlKHORfeP1I3NyFVBwe3UHbCiUth0cLRudQTYuWAWlARglBo3KNkdAKidU13ZiYvEXmhlhXCK+KqzA3VIykrFFGllRByjgryE6RkkXoYs0ZsyGkSKMNUgiiCj8QL0hboREkITCkAhurNEq3hGlkio4cPT6UGjI3HfuUAloblFTU1tLObhH9xLS5JoSenCKVUQi9wLkCr1Ji4OOv/i54z+H9A6q3f5qrfiBME1MvCUIRlcZYgQ6arYs8v7riy1/+Nr/x3/0OZqbZTJ5PoqILXyIMM57tEnV7xFGlCcMG//wTBiN4tr2k/uB9wuUXePVnf464eUS3/eydwA97hZTps8Q0DTEmjC4pig+++11SkcqjjGYIiappuHVywrKticHT73aknKnrwuVQ1uKdQ5GprcGnjPn+jlpKhnEipqK0izERQkTIzGpWcXJ0wEff29KY21h9TYoBowR1Zakqg/QRScJohVCaYSrDTZlS8w1CkIQsg1hSUknL5EvjLWfwUWJvhMa//8E5v/+9c5TQPP31T6nb13nnzRNiKO8baRVVXSiUShWypNIaETNpikw+8smjR+zGicE5uu0WmQV7qwXNrCarTEyZkAKVranrCt1P5CxQUiKsIuXI40ePmS0sUihWL1p8jqSe7WGqGoFmsaxIObDtJqxIGF14PMlnjG6wbYMxgut2YrPrmLyEbEhGI1GkFEAYqiogQpkSTjlTCUFQkewFWWoQZSo5oVBKMmtaNhcTRjVoPUFICGOKfk8pZIhIkTFWovQcN05M2SNyxIeBmAXD5PFuIlM+r+VEprB2SVKCFEdS9Jyve9Y7R5KKh48GjDlESs3ZJ58gc2J5MKdernA5l1CFz/gMLpe0FVJw1W15thn53uP3SV6hrSYpiZSG6d5dgrNcj5GqWbBaVOx2G/zmktEqtuPA+vyU7319ycnn3yCPa3Jyn7lOPxI3d2001fHLNLUj5IHrvqNWEr9zDFriQ8/+wYqL0x3zWUsXHbqCupkjRoc2A0slGXNdnt4hILJCNDV5e4XOkiQzyeQfxONkciAtQktaJdj2juACRlqUqMiybN8ro6jbFTkr0m6Lzx6yIziPu5m+U1IQx4mMpIy3gKgqjNDYaobPmc1wgQ8TEYFtWlqxZNFq7r/xFo8ePWVzcUlrjol+izSOOycL1rsrstBo2ZLRjMkhQiplCSdxPvHo8SPWZ08Q8SG0NVSG1MN3/8EnRTrgPeMuks2SRkvWRhJiQHYbcpJ8+P63+fCTJ7QKxLR7oeuahWT/5A7r3Y5nzx8TncNIiZWaLDJaCpSxOB9RStLttmyvrqiMLA8Ca0lkjNEYrcnBIaVk1rYkIRhDwS9kSjInQZE9xISwEa0NddMSgufv/8Ov8forbxJCwTCLGG4+1KWBJm6kGiqDyRmVAlYkGqPY5bJ7lKIkMBI320kyQpTdtRYBn2Ddj7z85msYLamalnuv3SKEgd21Z744KH0Co9FKQSriBXJCQWHHT57rq2v2jo6ZtZm7h8cYqTGycMGzm8rklygSP6MKSrauTMEWp4CSmrPLC+69+hN8/MF7PH7wYnspSivaW/ewjHTdNSEOWCVpTE2UAkFgvpixvh6pq4qYI6ML5AgIiTIBiyQKg8qa4MpnyFQtebdBpExMxSYlUkZKcUPPFCidqYXCKwh+4tHjcxbLPTIaISOGjKlmCKXRwpNFLKW9EEu6KCW0VsiciCGTYyjOXK1RQiO0xfuJ0e/onCSgkVqBbrhz/x6Ht2+z3XacHOxhZUvyBTs+nxlGPxTmvzAEASH74sKNAe8SvY/sdj156kudIFu0UPhuy/NvneEBciqNWy8xCCZbTqc5FOjYg4cf07vAtL1mu736zHX6kbi5m6pG+QlVJ9rFHvNKEXeOburZ1ZrGa7TqCpdaQ1MtqXJgl5+SbMNBdYuhWzCILVKNhFSOeypOiLkh5oZaG2LwyFTqg0LKEpPKxX4uUUhTFF9KG1z2oGoqbTE5M7kBlwI5ZSKeHEM5VkpZanyVRWqFkQ3RB5Q1aKkQ1iAJ2Ebz8htf4uE3v0d//pyX77zMrZffwO6/g9kdsOQBlxfPqQTcv3WXo+MTFqsamTXRl7FlEcsATx8giozMhs26p9WC3FiOjo9RC8uTp1fEzTVHh0dUtaFb98Ugv7dg82BEdI4sE1OSjEJj4waXd7j82XzoH/bKwNPnp0zTxDCONMbcaPUgRkfOGTObc7a+gJypjS4zDrL0OgQUC5I2hY8diyHHh7IOSkq0kfT9ALngYsepoJxzDsQ8Y7ls8aJn4IpHzz5gKQukLolclH+jw1jLam8PHwCRyM7RCJgpaLVmg0ClhDWSlAQxFcCZtLLkyIMrxSEpuX3niON7d6mrlmE0XF48I99b8vxpYFxF9m4fc3Zxjja61OwFpcQXE1oIqrpGVYbaViBgsZgXdd8woMiFg48gk1BC0lQV1mi+9JM/xYcffYCatmipePz4CafXVwVnEH8oL8cfeUmlmXZbKhNRxlJbDa6kU7IGGyWVLfV2pKCpWzwRL3cIUzFDFCmH9ggiiYSWtsC9KgnZYpW6efh6UCUOi4ikDDEpqkaBCngxMoxbpEgIVU6GhMA0OVJMGGuIJERyyByplCgRWq3JBGyqCBRhiECRlUIIha4Uhy+9hLGeabvlZH+P+Ru3qfbu8/x0jZhOGaYNoU/Mjw5pZ3Oy3zFvarpdR8yuiL1dxKVi3aq0xrstrVWYumE+n4OGi3TN1A8sZgu0kSQfCRU4KmbCcHV2RswTILm4vGZzXcpaPn/2/MKPxM1dSElwhjFoNpsRYRXz2tDOK66ue6zJXPcBMUCUgWop8P5GWsxAUIXDjFf0MpeSSuwIOaPMjIQmhViOi1MGOaBEOeolUaFEptYGLUGrpgiYJ0kOnigkdrZC5C1+LAmJhEZXDYhI9L48rZW+cZD60ol3AaoKnxVVyAybHR987QOYJuaLObNbbzDMb/Po/XeZLp6yHS+xIrJcVnz+lUIYjDEigkToRIqRKYLUgsoqJlcTfEDv7aFlzWLW8vO/9Gf52rsfIJ51VLN96pPP8fLJS+jcs3e4Rxdbnl/8Q/w0IWJCVQHyWHoLoibGz+ZD/7CX857N1dUNv0UBZRcWM4TgUQLCzY7KSMH+Yka8iQGmnFAS/PfZ7xTWyzAUCJNUqjBMnEcKSciBaZxIGXIqD+uQPa9/4Qs8fOYQzR7aZLIv9djjwwOudwObwRW13eSYNQ2STFNZFBEpIAYPNw8SEVMppUhBCAkfY4m4+cRIS+8TfXfJJ48e0288WVUcty2v7x9iq7Y4Y61CWkXbVBATElkE7jfyklnTsGxrHj8/JSrB5W7N5vqKVghuHx2SYyIm0AiCnzBSooRAG8PL9+7x7OMPEFIWlG2VuOw70otNuJKAsY/YSmBkZIiZmbWYqmK765ASuingh4AQMGsLIVQIUJSNRcgRERXuJs4XfF8QAaomJUkOAa00KWZCcuUzfdPfAsHh8cn/u71z+ZHjqOP451dV3T09s7PZRxy/ceKEABHPxECsABcEQuGMBBIQJE6c4BjEXwAHDkgcQIIbQgKBeCpCQIKEkIgCwnGcEOO8/fZ6vd7HPLq7HhxqLK0iYwjs7nSW+kij6akdTX9V39lf91T96lfUNlDOLFCIJ1QOcZaiU6KyAj8aUntonEUbjckyBIfUFXH5mCI4HzcPEYf4gBjBoVDWU43GXHr1CnNH5lF5iVKLLI0U1185STNcR0LN0QPzzHRz9i70KfKMqgEzqaGEBJyPE8OZBiUdXBCsVjRZgc4y5g8e4vyFK4gymKKLnl1kcXYeIw1Fp+Tq0LOyvMTMbRWj1eugPeJqvOSMnWBjnf5/SSuCe57nFFpRaoetHd7U1KMG7wPaxFlwWzkWOjPkMzOMMEizRjc3bAw1Y2uo0TipMSFHm5pAj+BqvAoUaJxR5L0+Plwncx6lAijDqKlxRmGVoixuY8++I+DGXFu6zGBjhdlen353D6tqho6/jNtYBqURAfGgJd6xuwBNfZ1qPCRog+70UaHBeB034W4c3l7D6A7dhQOMrebScyeo1y6gfE43h0MHjnLvO+5jQRqU3WBUBWa0IdNxvJ2uwQdFJoLOIe/3eDC/m7+fXefs6pBnXrpKRo+smEWrDXoEPnl8P/e+8y5GoeCplwf89eTTVKGmGTfk0rCweJBRUzMaDbHDrV3EpCRmHXg0+Dhp6Hwci/c+oDPB+5ht1DGK4fo6TVXTKTsEHwg+Lhqy1uII8WLnA6trG6AVLsRdiowxeB+LbzkX0MbErCSxXFkZMNb7+NRnv8zzf/olyy+9Fis8GhO3z1MGk+UUnRyl4vAOgCWmO/ogOBW3xgs+4Fwdx959LEATMOTFLGdXhFOnz/P0sxc4dfIVrL0OmTDfWeSuQ3s5fOQu5vpxkk1nsUCaAEZpKuIuVYTAcDSgYwRj4p6xo6YmzzJKJZRGU3tDVTcEH+vaZ3mGurLCuXPneeih42wsXY2LvhrHfK9PVsb1Hc9toa/GGHIldEzANoGgG5o6YL1HSdwSvG7iRjhZ2aF2GXa8QaEUYy84pwiiscFivEIkgMSa62Rx/1qLoDsl3m2gfRyayG4MZanAoPaozgLvef8HuX7xRZYvXMA3Q8pOCapH7QsKM8T5MUpN0h0DKDGI0nFFKSNqW9GEOJRivIs3H6LBgbiGYQ1jn7E2HPLy2eexwyVA0y8K1KGD7H/L2+h3HRJi2rMKCo2QicblGutABQ9iKfKSew7cwaXVhqXBiIvXBhSqxOddFCM6BN51dJZDb9lHTc7fXrrGpeVrLB48xCUXMDh6swuossDUY6pqeGufttDz/5rGBjr9RVy5Qk87pFAo7SiKCmfjVbBUJbauaNZqNqyhqhxWZwzQjFcHOFPiJKfPOkPdpfKOgoAKHm0VJs8os5JsXtGsruCosTi6eUYIgTAZz1a1hu4sVl2m05unu3AAp7r40QgRg0gsYauAXq9PUBlVPaIZbGBDXEmZq4xgBJV14lJxYKRqCI6qHjJ4bcjc3ApeBnGH+E4frboQDN3gmOt6OqrESEnuwIWavMjJ8z4jO0B8jiejnO/y8c8d44ePvczS4yeo1pa5vjyC2iG6ZN98h+MPvYOsn1PbQLdnuPbRYzz+x1j5cu9MxlDN0xQdwtoGr75667zZN0q8AMb0wxACotQkuyQuuddKkxcdlNogN4q52VnW1tYospg940XwPiAqkOdZzDVvLHXT0FRxlapSsZpjr9tlYzCkaWqstZP67Bm/+vUfGGH4wpfu4La5RZY5R/BuUnYgI8tzYjmwuAm3qJg3P2gaMtNjXDfUIoytp7EeER2HOXxAqwxPwaiCH/zsCZbXPY0zdGc7+OYg1oywwfPnEycZiOHeA0eoqjEz/R5FEcvY1jZOEtbWAp5xNWY1WHozPTJTsGd+Aa2EavkqMqrIYuQEkyEi8XPyjG6vx/uOfYAf/ejH+Kri9tsXefcDD/DWt93DMydP8sQW+up9IC96BDMgxyGZQlRAq5iuKkrRMRlVVWGrEZJB8AFMjlU1zWiA0xmIodSWMRl1sGhfQRPwDozJMMrQn52lWl+jsjXeW4pM03jh3KvnUWaF/uxhit4cXi5ispKgS4LKY9aa1zHnXEJc/KMzrIobwDRVTRMCNoBCxwR6pQkOJAiNgsbWPPvCGcZ1RqfTRcs6CPhcQMOV5VX2r69TznXRWtPvz+FGAwaDOK+XS46tBkgweAcq13z4Y+/lr8+tYM9cJDOKjbUhUjVoMcx2NEfv3k85U+AxvP1wl9DcQzA9lq8u0TeCLnvccecR+kXBC2dO3/r/70ZZ02kiIuvArZVOj9uBq9MWcRO2S9eREMKerfig5Ot/xZvB1yVgwP9X/20F26HtX/raijt34HQI4di0RdwMEflLG7W1VdfrSL6+QdqqazMhhD1t1dlWXbDz2rZ2kDWRSCQSrSAF90QikdiFtCW4f3faAm5BW7W1Vddm2qyxrdraquv1tFVnW3XBDmtrxYRqIpFIJLaWtty5JxKJRGILScE9kUgkdiFTD+4i8gkROS0iL4jIozt87u+LyBURObWpbUFEfisiZybP85N2EZFvTXSeFJH7t1nbYRF5QkSeE5FnReTLbdL3H+ifmq+T87fS2+Tr/3z+5Ot/Sghhag9iKfcXgaNADjwN3LeD5/8IcD9walPbN4BHJ8ePAl+fHD8MPEYsGv4g8OQ2a9sP3D857gP/AO5ri742+9pmb5Ovyded0jaVL8mmDjkO/GbT668CX91hDXe+7otyGti/ybDTk+PvAJ+52ft2SOfPgY+1VV/bfH2zeJt8Tb5ul7ZpD8scBM5uen1u0jZN9oYQbhTAvgTsnRxPTauI3Am8D3iyjfpuQpu0bKZVfZd83TJa1Xdt8XXawb3VhHhJnWquqIjMAD8BvhJCWNv8tzboe7My7b5Lvm4P0+67Nvk67eB+Hji86fWhSds0uSwi+wEmz1cm7TuuVUQy4hflByGEn7ZN3y1ok5bNtKLvkq9bTiv6rm2+Tju4PwW8VUTuEpEc+DTwiylr+gXwyOT4EeLY2Y32z09muR8EVjf93NpyRESA7wF/DyF8s236/g1t9BVa0HfJ121h6n3XSl93ejLkJhMPDxNnll8EvrbD5/4hcBFoiGNeXwQWgd8DZ4DfAQuT9wrw7YnOZ4Bj26ztQ8SfcCeBE5PHw23R12Zf2+xt8jX5ulPaUvmBRCKR2IVMe1gmkUgkEttACu6JRCKxC0nBPZFIJHYhKbgnEonELiQF90QikdiFpOCeSCQSu5AU3BOJRGIX8k8Q6QtK/89OFwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def alpha_blend(img1, img2, alpha):\n",
    "    out = img1 * alpha + img2 * (1 - alpha)\n",
    "    out = out.astype(np.uint8)\n",
    "    return out\n",
    "\n",
    "thorino_256x256 = cv2.resize(img_thorino, (256, 256))\n",
    "\n",
    "out = alpha_blend(img_orig, thorino_256x256, 0.6)\n",
    "\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.title(\"imori\")\n",
    "plt.imshow(img_orig, cmap=\"gray\")\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.title(\"thorino\")\n",
    "plt.imshow(thorino_256x256)\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.title(\"output\")\n",
    "plt.imshow(out)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
